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"BOTTOMLEFT" }, "charspan": [ 0, 1183 ] } ], "orig": "This presentation contains statements that constitute 'forward-looking statements,' as such term is defined in Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, and such statements are intended to be covered by the safe harbor provided by the same. These statements are based on management's current expectations and beliefs and are subject to a number of trends and uncertainties that could cause actual results to differ materially from those described in the forward-looking statements; Ready Capital Corporation (the 'Company') can give no assurance that its expectations will be attained. Factors that could cause actual results to differ materially from the Company's expectations include those set forth in the Risk Factors section of the most recent Annual Report on Form 10-K filed with the SEC and other reports filed by the Company with the SEC, copies of which are available on the SEC's website, www.sec.gov. The Company undertakes no obligation to update these statements for revisions or changes after the date of this release, except as required by law.", "text": "This presentation contains statements that constitute 'forward-looking statements,' as such term is defined in Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, and such statements are intended to be covered by the safe harbor provided by the same. These statements are based on management's current expectations and beliefs and are subject to a number of trends and uncertainties that could cause actual results to differ materially from those described in the forward-looking statements; Ready Capital Corporation (the 'Company') can give no assurance that its expectations will be attained. Factors that could cause actual results to differ materially from the Company's expectations include those set forth in the Risk Factors section of the most recent Annual Report on Form 10-K filed with the SEC and other reports filed by the Company with the SEC, copies of which are available on the SEC's website, www.sec.gov. The Company undertakes no obligation to update these statements for revisions or changes after the date of this release, except as required by law." }, { "self_ref": "#/texts/13", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 76.27, "t": 369.2623927, "r": 724.2610000000008, "b": 350.51190259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 312 ] } ], "orig": "This presentation includes certain non-GAAP financial measures, including Distributable earnings. These non-GAAP financial measures should be considered only as supplemental to, and not as superior to, financial measures in accordance with GAAP. Please refer to the Appendix for the most recent GAAP information.", "text": "This presentation includes certain non-GAAP financial measures, including Distributable earnings. These non-GAAP financial measures should be considered only as supplemental to, and not as superior to, financial measures in accordance with GAAP. Please refer to the Appendix for the most recent GAAP information." }, { "self_ref": "#/texts/14", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 76.27, "t": 336.8623927, "r": 724.0090000000005, "b": 318.11191259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 281 ] } ], "orig": "This presentation also contains market statistics and industry data which are subject to uncertainty and are not necessarily reflective of market conditions. These have been derived from third party sources and have not been independently verified by the Company or its affiliates.", "text": "This presentation also contains market statistics and industry data which are subject to uncertainty and are not necessarily reflective of market conditions. These have been derived from third party sources and have not been independently verified by the Company or its affiliates." }, { "self_ref": "#/texts/15", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 76.27, "t": 304.4623727, "r": 723.66099, "b": 285.71191259380066, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 177 ] } ], "orig": "All material presented is compiled from sources believed to be reliable and current, but accuracy cannot be guaranteed. All data is as of March 31, 2026, unless otherwise noted.", "text": "All material presented is compiled from sources believed to be reliable and current, but accuracy cannot be guaranteed. All data is as of March 31, 2026, unless otherwise noted." }, { "self_ref": "#/texts/16", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 2, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 748.33402, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "2", "text": "2" }, { "self_ref": "#/texts/17", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 37.15, "t": 562.1696772, "r": 318.47801, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "First Quarter 2026 Results", "text": "First Quarter 2026 Results", "level": 1 }, { "self_ref": "#/texts/18", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 3, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 748.33402, 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"page_no": 4, "bbox": { "l": 290.25, "t": 294.9498336, "r": 484.84299999999996, "b": 284.34920679173416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "60+ DQ CORE MIGRATION ($ in millions)", "text": "60+ DQ CORE MIGRATION ($ in millions)" }, { "self_ref": "#/texts/22", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [ { "page_no": 4, "bbox": { "l": 538.31, "t": 294.9498336, "r": 720.8839800000002, "b": 284.34920679173416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "QTD INVESTMENT ROLL ($ in billions)", "text": "QTD INVESTMENT ROLL ($ in billions)" }, { "self_ref": "#/texts/23", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 4, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 748.33402, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "4", "text": "4" }, { 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[], "content_layer": "body", "label": "caption", "prov": [ { "page_no": 6, "bbox": { "l": 80.37, "t": 281.4998436, "r": 193.43000999999995, "b": 270.8992167917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "QTD ROLL ($ in thousands)", "text": "QTD ROLL ($ in thousands)" }, { "self_ref": "#/texts/30", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 6, "bbox": { "l": 295.20001, "t": 281.4998436, "r": 490.6080100000002, "b": 270.8992167917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "ASSET MANAGEMENT STRATEGY", "text": "ASSET MANAGEMENT STRATEGY", "level": 1 }, { "self_ref": "#/texts/31", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 6, "bbox": { "l": 546.76001, "t": 281.4998436, "r": 744.8130300000001, "b": 270.8992167917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 38 ] } ], "orig": "NON-CORE EXIT TIMELINE ($ in millions)", "text": "NON-CORE EXIT TIMELINE ($ in millions)", "level": 1 }, { "self_ref": "#/texts/32", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 6, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 748.33402, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "6", "text": "6" }, { "self_ref": "#/texts/33", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 7, "bbox": { "l": 37.15, "t": 562.1696772, "r": 351.84000000000003, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "Real Estate Owned Exposure", "text": "Real Estate Owned Exposure", "level": 1 }, { "self_ref": "#/texts/34", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 7, "bbox": { "l": 37.15, "t": 246.64555833999998, "r": 124.24359999999999, "b": 235.2492267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 14 ] } ], "orig": "REO DETAILS 19", "text": "REO DETAILS 19", "level": 1 }, { "self_ref": "#/texts/35", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 7, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 748.33402, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "7", "text": "7" }, { "self_ref": "#/texts/36", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 38.15, "t": 561.7138669, "r": 282.976, "b": 541.3959988508238, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 22 ] } ], "orig": "Portland OR, Mixed-Use", "text": "Portland OR, Mixed-Use", "level": 1 }, { "self_ref": "#/texts/37", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 217.02, "t": 511.01983359999997, "r": 348.1920000000001, "b": 500.41920679173415, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "QUARTERLY UPDATES", "text": "QUARTERLY UPDATES", "level": 1 }, { "self_ref": "#/texts/38", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 213.27, "t": 474.538203, "r": 754.829999999998, "b": 453.70434732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 161 ] } ], "orig": "\u00b7 The four-phase condo sellout strategy is ongoing, whereby unit pricing will increase in subsequent phases. Thirty-two units have been sold YTD ($745 WA PPSF).", "text": "The four-phase condo sellout strategy is ongoing, whereby unit pricing will increase in subsequent phases. Thirty-two units have been sold YTD ($745 WA PPSF).", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/39", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 213.27, "t": 444.538203, "r": 754.7699999999969, "b": 411.70434732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 264 ] } ], "orig": "\u00b7 Twenty-three of the twenty-five fully reserved Phase 1 condos have sold year-to-date. One unit converted from Reservation Agreement to Purchase Agreement with a hard deposit and one Phase 1 unit remains under reservation with a refundable deposit.", "text": "Twenty-three of the twenty-five fully reserved Phase 1 condos have sold year-to-date. One unit converted from Reservation Agreement to Purchase Agreement with a hard deposit and one Phase 1 unit remains under reservation with a refundable deposit.", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/40", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 213.27, "t": 402.538203, "r": 754.7799999999976, "b": 381.70434732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 157 ] } ], "orig": "\u00b7 Phase 2 (31 units) launched in February 2026. Nine Phase 2 units sold year-to-date, and two units are under Purchase Agreement to date.", "text": "Phase 2 (31 units) launched in February 2026. Nine Phase 2 units sold year-to-date, and two units are under Purchase Agreement to date.", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/41", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 213.27, "t": 372.538203, "r": 754.7799999999977, "b": 351.70434732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 216 ] } ], "orig": "\u00b7 Hotel revenue performance has improved year-over-year, with total March 2026 TTM RevPAR up 8% to $372, driven by a 5% increase in occupancy to 46% and 13% increase in Room RevPAR to $221 compared to March 2025 TTM.", "text": "Hotel revenue performance has improved year-over-year, with total March 2026 TTM RevPAR up 8% to $372, driven by a 5% increase in occupancy to 46% and 13% increase in Room RevPAR to $221 compared to March 2025 TTM.", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/42", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 213.27, "t": 342.538203, "r": 754.7299999999973, "b": 321.70434732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 220 ] } ], "orig": "\u00b7 Marriott's targeted room rate reduction strategy implemented in Q4 2025 continues to yield RevPAR improvement, with January, February and March 2026 Room RevPAR up 23%, 31%, and 22%, respectively, compared to the SPLY.", "text": "Marriott's targeted room rate reduction strategy implemented in Q4 2025 continues to yield RevPAR improvement, with January, February and March 2026 Room RevPAR up 23%, 31%, and 22%, respectively, compared to the SPLY.", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/43", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 245.16, "t": 295.838193, "r": 353.59000000000015, "b": 287.0043373264451, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 18 ] } ], "orig": "RITZ-CARLTON HOTEL", "text": "RITZ-CARLTON HOTEL", "level": 1 }, { "self_ref": "#/texts/44", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 217.02, "t": 274.908203, "r": 343.13, "b": 266.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "\u00b7 251 rooms (floors 8 - 20)", "text": "251 rooms (floors 8 - 20)", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/45", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 217.02, "t": 256.908203, "r": 277.5400000000001, "b": 248.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 12 ] } ], "orig": "\u00b7 Amenities:", "text": "Amenities:", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/46", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 235.02, "t": 238.90820299999996, "r": 313.4900000000002, "b": 230.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 14 ] } ], "orig": "\u00b7 Lobby lounge", "text": "Lobby lounge", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/47", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 235.02, "t": 223.90820299999996, "r": 379.6900000000001, "b": 203.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 51 ] } ], "orig": "\u00b7 Bellpine restaurant and bar; Meadowrue restaurant", "text": "Bellpine restaurant and bar; Meadowrue restaurant", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/48", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 235.02, "t": 196.90820299999996, "r": 329.7500000000002, "b": 188.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "\u00b7 Ritz-Carlton Club", "text": "Ritz-Carlton Club", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/49", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 235.02, "t": 181.90820299999996, "r": 359.40000000000003, "b": 161.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "\u00b7 Meeting & Event space (12,222 sf)", "text": "Meeting & Event space (12,222 sf)", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/50", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 235.02, "t": 154.90820299999996, "r": 324.6900000000001, "b": 146.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "\u00b7 Business center", "text": "Business center", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/51", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 235.02, "t": 139.90820299999996, "r": 372.4400000000001, "b": 119.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 52 ] } ], "orig": "\u00b7 Fitness center, full-service spa and swimming pool", "text": "Fitness center, full-service spa and swimming pool", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/52", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 220.47, "t": 104.81957940000001, "r": 354.8099999999999, "b": 96.05803341168235, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "Key Metrics (3/31/2026 TTM)", "text": "Key Metrics (3/31/2026 TTM)", "level": 1 }, { "self_ref": "#/texts/53", "parent": { "$ref": "#/groups/4" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 220.47, "t": 86.87817300000006, "r": 357.7999999999992, "b": 78.04431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 32 ] } ], "orig": "\u2022 Occupancy: 45.8%", "text": "Occupancy: 45.8%", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/54", "parent": { "$ref": "#/groups/5" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 220.47, "t": 71.87817300000006, "r": 223.97, "b": 63.04431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "\u2022", "text": "\u2022", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/55", "parent": { "$ref": "#/groups/3" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 8, "bbox": { "l": 233.97, "t": 71.87817300000006, "r": 350.60999999999865, "b": 63.04431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "ADR: $482", "text": "ADR: $482" }, { "self_ref": "#/texts/56", "parent": { "$ref": "#/groups/6" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 220.47, "t": 56.87817300000006, "r": 351.88999999999965, "b": 48.04431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "\u2022 Room RevPAR: $221", "text": "Room RevPAR: $221", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/57", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 220.47, "t": 41.87817300000006, "r": 351.9899999999995, "b": 33.04431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "\u2022 Total RevPAR: $372", "text": "Total RevPAR: $372", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/58", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 447.07001, "t": 295.838193, "r": 520.69001, "b": 287.0043373264451, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "OFFICE/RETAIL", "text": "OFFICE/RETAIL", "level": 1 }, { "self_ref": "#/texts/59", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 400.95001, "t": 274.908203, "r": 561.1400099999996, "b": 254.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 42 ] } ], "orig": "\u00b7 Class A office: 158,577 sf (floors 3- 7)", "text": "Class A office: 158,577 sf (floors 3- 7)", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/60", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 400.95001, "t": 244.90820299999996, "r": 481.30001000000004, "b": 236.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "\u00b7 Office Tenants:", "text": "Office Tenants:", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/61", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 418.95001, "t": 226.90820299999996, "r": 559.3700099999996, "b": 218.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "\u00b7 Davis Wright Tremaine LLP", "text": "Davis Wright Tremaine LLP", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/62", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 418.95001, "t": 211.90820299999996, "r": 509.22001000000023, "b": 203.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "\u00b7 Fisher & Phillips", "text": "Fisher & Phillips", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/63", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 418.95001, "t": 196.90820299999996, "r": 520.92001, "b": 188.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "\u00b7 Banneker Partners", "text": "Banneker Partners", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/64", "parent": { "$ref": "#/groups/10" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 400.95001, "t": 178.90820299999996, "r": 543.9400099999996, "b": 170.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "\u2022 Retail: 10,638 sf (floors 1- 2)", "text": "Retail: 10,638 sf (floors 1- 2)", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/65", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 400.95001, "t": 160.90820299999996, "r": 480.9400100000002, "b": 152.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "\u00b7 Retail Tenants:", "text": "Retail Tenants:", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/66", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 418.95001, "t": 142.90820299999996, "r": 528.8300099999999, "b": 134.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "\u00b7 The Flock (food hall)", "text": "The Flock (food hall)", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/67", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 418.95001, "t": 127.90820300000001, "r": 510.2900100000003, "b": 119.07434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "\u00b7 Mahler Jewelers", "text": "Mahler Jewelers", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/68", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 400.78, "t": 104.81957940000001, "r": 558.6699999999997, "b": 96.05803341168235, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "Key Metrics (3/31/2026 Rent Roll)", "text": "Key Metrics (3/31/2026 Rent Roll)", "level": 1 }, { "self_ref": "#/texts/69", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 599.23999, "t": 295.838193, "r": 739.31999, "b": 287.0043373264451, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "RITZ-CARLTON RESIDENCES", "text": "RITZ-CARLTON RESIDENCES", "level": 1 }, { "self_ref": "#/texts/70", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 273.54821300000003, "r": 715.8299799999986, "b": 252.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 49 ] } ], "orig": "\u00b7 132 Ritz-Carlton branded condominium residences", "text": "132 Ritz-Carlton branded condominium residences", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/71", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 243.54821299999998, "r": 714.1599799999983, "b": 234.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "\u00b7 Located on floors 21 - 35", "text": "Located on floors 21 - 35", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/72", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 225.54821299999998, "r": 687.569979999999, "b": 216.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "\u00b7 Avg. Unit SF: 1,639", "text": "Avg. Unit SF: 1,639", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/73", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 207.54821299999998, "r": 647.4399799999995, "b": 198.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 12 ] } ], "orig": "\u00b7 Amenities:", "text": "Amenities:", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/74", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 604.91998, "t": 189.54821299999998, "r": 704.6999799999991, "b": 180.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 20 ] } ], "orig": "\u00b7 Balcony or terrace", "text": "Balcony or terrace", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/75", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 604.91998, "t": 174.54821299999998, "r": 695.1599799999991, "b": 165.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "\u00b7 Dedicated lobby", "text": "Dedicated lobby", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/76", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 604.91998, "t": 159.54821299999998, "r": 718.669979999999, "b": 150.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 22 ] } ], "orig": "\u00b7 Hotel amenity access", "text": "Hotel amenity access", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/77", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 604.91998, "t": 144.54821299999998, "r": 745.6699799999984, "b": 123.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "\u00b7 Private rooftop terrace (8th floor)", "text": "Private rooftop terrace (8th floor)", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/78", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 105.65556834, "r": 724.9635800000001, "b": 94.6080834116824, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Key Metrics (Sales to Date) 20", "text": "Key Metrics (Sales to Date) 20", "level": 1 }, { "self_ref": "#/texts/79", "parent": { "$ref": "#/groups/13" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 84.47821299999998, "r": 718.7899799999981, "b": 75.64435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "\u2022 # of units sold: 43", "text": "# of units sold: 43", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/80", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 69.47821299999998, "r": 728.2399799999981, "b": 60.644357326445174, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "\u2022 % of units sold: 33%", "text": "% of units sold: 33%", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/81", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 54.47821299999998, "r": 732.5099799999981, "b": 45.644357326445174, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "\u2022 Avg SF/unit sold: 1,537", "text": "Avg SF/unit sold: 1,537", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/82", "parent": { "$ref": "#/groups/16" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 39.47821299999998, "r": 747.619979999998, "b": 30.644357326445174, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 38 ] } ], "orig": "\u2022 Avg Sale Price: $1.384M", "text": "Avg Sale Price: $1.384M", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/83", "parent": { "$ref": "#/groups/17" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 24.478212999999982, "r": 729.6299799999983, "b": 15.644357326445174, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 32 ] } ], "orig": "\u2022 Avg Sale Price/SF: $900", "text": "Avg Sale Price/SF: $900", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/84", "parent": { "$ref": "#/groups/12" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 8, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 748.33402, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "8", "text": "8" }, { "self_ref": "#/texts/85", "parent": { "$ref": "#/pictures/25" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 8, "bbox": { "l": 629.6666666666666, "t": 577.6666666666666, "r": 692.6666666666666, "b": 550.6666666666666, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "READY", "text": "READY" }, { "self_ref": "#/texts/86", "parent": { "$ref": "#/pictures/25" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 8, "bbox": { "l": 683.6666666666666, "t": 574.3333333333334, "r": 761.3333333333334, "b": 553.6666666666666, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "CAPITAL\u3002", "text": "CAPITAL\u3002" }, { "self_ref": "#/texts/87", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 9, "bbox": { "l": 37.15, "t": 562.1696772, "r": 482.49600000000004, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 40 ] } ], "orig": "Small Business Lending Portfolio Review*", "text": "Small Business Lending Portfolio Review*", "level": 1 }, { "self_ref": "#/texts/88", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 9, "bbox": { "l": 44.07, "t": 300.8198536, "r": 121.206, "b": 290.2192267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 10 ] } ], "orig": "COLLATERAL", "text": "COLLATERAL", "level": 1 }, { "self_ref": "#/texts/89", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 9, "bbox": { "l": 421.66, "t": 300.8198536, "r": 573.4960000000002, "b": 290.2192267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 20 ] } ], "orig": "QTD SALES BY PROGRAM", "text": "QTD SALES BY PROGRAM", "level": 1 }, { "self_ref": "#/texts/90", "parent": { "$ref": "#/tables/7" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 9, "bbox": { "l": 44.07, "t": 35.39819299999999, "r": 385.70998999999995, "b": 26.564337326445184, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 81 ] } ], "orig": "*Includes assets offset by guaranteed loan financing liabilities of $502 million.", "text": "*Includes assets offset by guaranteed loan financing liabilities of $502 million." }, { "self_ref": "#/texts/91", "parent": { "$ref": "#/tables/7" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 9, "bbox": { "l": 44.07, "t": 23.398192999999992, "r": 503.17999999999995, "b": 14.564337326445184, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 103 ] } ], "orig": "**Purchased as part of the Funding Circle acquisition. 57% 60+ days delinquent at the time of purchase.", "text": "**Purchased as part of the Funding Circle acquisition. 57% 60+ days delinquent at the time of purchase." }, { "self_ref": "#/texts/92", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 9, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 748.33402, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "9", "text": "9" }, { "self_ref": "#/texts/93", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 10, "bbox": { "l": 37.15, "t": 567.54549834, "r": 349.03681, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Quarterly Investment Activity 4", "text": "Quarterly Investment Activity 4", "level": 1 }, { "self_ref": "#/texts/94", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 10, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "10", "text": "10" }, { "self_ref": "#/texts/95", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 11, "bbox": { "l": 37.15, "t": 562.1696772, "r": 206.49600999999998, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Earnings Profile", "text": "Earnings Profile", "level": 1 }, { "self_ref": "#/texts/96", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 11, "bbox": { "l": 738.98999, "t": 25.462402699999984, "r": 748.34099, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "11", "text": "11" }, { "self_ref": "#/texts/97", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 12, "bbox": { "l": 37.15, "t": 562.1696772, "r": 389.8336, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "Operating Segment Contribution 16", "text": "Operating Segment Contribution 16", "level": 1 }, { "self_ref": "#/texts/98", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 12, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "12", "text": "12" }, { "self_ref": "#/texts/99", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 13, "bbox": { "l": 37.15, "t": 562.1696772, "r": 270.166, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 20 ] } ], "orig": "Book Value per Share", "text": "Book Value per Share", "level": 1 }, { "self_ref": "#/texts/100", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 13, "bbox": { "l": 237.540003533, "t": 146.8194255487923, "r": 287.00151807218793, "b": 138.05809840287066, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "Allowance", "text": "Allowance" }, { "self_ref": "#/texts/101", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 13, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "13", "text": "13" }, { "self_ref": "#/texts/102", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 14, "bbox": { "l": 37.15, "t": 554.4497072, "r": 181.19799999999998, "b": 533.2484535834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 14 ] } ], "orig": "Capitalization", "text": "Capitalization", "level": 1 }, { "self_ref": "#/texts/103", "parent": { "$ref": 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}, "charspan": [ 0, 44 ] } ], "orig": "\u00b7 1.4x unencumbered assets to unsecured debt", "text": "1.4x unencumbered assets to unsecured debt", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/106", "parent": { "$ref": "#/groups/18" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 435.39999, "t": 165.99402329999998, "r": 761.7760199999999, "b": 143.0767920590897, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 81 ] } ], "orig": "\u00b7 $1.9 billion in available warehouse borrowing capacity across 13 counterparties", "text": "$1.9 billion in available warehouse borrowing capacity across 13 counterparties", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/107", "parent": { "$ref": "#/groups/18" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 435.39999, "t": 115.14401329999998, "r": 756.4139999999999, "b": 105.42677205908967, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 66 ] } ], "orig": "\u00b7 Limited usage of securities repo financing at 3.0% of total debt", "text": "Limited usage of securities repo financing at 3.0% of total debt", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/108", "parent": { "$ref": "#/groups/18" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 435.39999, "t": 77.12402329999998, "r": 761.83999, "b": 54.206772059089644, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 99 ] } ], "orig": "\u00b7 Full mark-to-market liabilities and credit mark-to-market liabilities represent 47% of total debt", "text": "Full mark-to-market liabilities and credit mark-to-market liabilities represent 47% of total debt", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/109", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 14, "bbox": 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[], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 16, "bbox": { "l": 37.15, "t": 562.1696772, "r": 422.46999, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 34 ] } ], "orig": "LMM CRE Loan Portfolio - Migration", "text": "LMM CRE Loan Portfolio - Migration", "level": 1 }, { "self_ref": "#/texts/116", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 16, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "16", "text": "16" }, { "self_ref": "#/texts/117", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 17, "bbox": { "l": 37.43, "t": 561.9196772, "r": 373.38399999999984, "b": 540.7184235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 54 ] } ], "orig": "Financial Snapshot ($ in thousands, except share data)", "text": "Financial Snapshot ($ in thousands, except share data)", "level": 1 }, { "self_ref": "#/texts/118", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 17, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "17", "text": "17" }, { "self_ref": "#/texts/119", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 18, "bbox": { "l": 37.15, "t": 562.1696772, "r": 313.29400000000004, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 24 ] } ], "orig": "Balance Sheet by Quarter", "text": "Balance Sheet by Quarter", "level": 1 }, { "self_ref": "#/texts/120", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 18, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "18", "text": "18" }, { "self_ref": "#/texts/121", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 19, "bbox": { "l": 37.15, "t": 562.1696772, "r": 417.15999000000005, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 34 ] } ], "orig": "Statement of Operations by Quarter", "text": "Statement of Operations by Quarter", "level": 1 }, { "self_ref": "#/texts/122", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 19, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "19", "text": "19" }, { "self_ref": "#/texts/123", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 20, "bbox": { "l": 37.15, "t": 562.1696772, "r": 547.84999, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 48 ] } ], "orig": "Distributable Earnings Reconciliation by Quarter", "text": "Distributable Earnings Reconciliation by Quarter", "level": 1 }, { "self_ref": "#/texts/124", "parent": { "$ref": "#/groups/22" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 223.95282195000004, "r": 735.9230000000006, "b": 194.81081576218935, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 848 ] } ], "orig": "The Company believes that this non-U.S. GAAP financial information, in addition to the related U.S. GAAP measures, provides investors greater transparency into the information used by management in its financial and operational decisionmaking, including the determination of dividends. However, because Distributable Earnings is an incomplete measure of the Company's financial performance and involves differences from net income computed in accordance with U.S. GAAP, it should be considered along with, but not as an alternative to, the Company's net income computed in accordance with U.S. GAAP as a measure of the Company's financial performance. In addition, because not all companies use identical calculations, the Company's presentation of Distributable Earnings may not be comparable to other similarly-titled measures of other companies.", "text": "The Company believes that this non-U.S. GAAP financial information, in addition to the related U.S. GAAP measures, provides investors greater transparency into the information used by management in its financial and operational decisionmaking, including the determination of dividends. However, because Distributable Earnings is an incomplete measure of the Company's financial performance and involves differences from net income computed in accordance with U.S. GAAP, it should be considered along with, but not as an alternative to, the Company's net income computed in accordance with U.S. GAAP as a measure of the Company's financial performance. In addition, because not all companies use identical calculations, the Company's presentation of Distributable Earnings may not be comparable to other similarly-titled measures of other companies." }, { "self_ref": "#/texts/125", "parent": { "$ref": "#/groups/22" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 192.75284195, "r": 293.74749999999995, "b": 187.01083576218934, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 86 ] } ], "orig": "We calculate Distributable earnings as GAAP net income (loss) excluding the following:", "text": "We calculate Distributable earnings as GAAP net income (loss) excluding the following:" }, { "self_ref": "#/texts/126", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 184.95282195000004, "r": 384.8774999999995, "b": 179.21081576218933, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 110 ] } ], "orig": "i) any unrealized gains or losses on certain MBS not retained by us as part of our loan origination businesses", "text": "any unrealized gains or losses on certain MBS not retained by us as part of our loan origination businesses", "enumerated": true, "marker": "i)" }, { "self_ref": "#/texts/127", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 177.15283195, "r": 228.1625000000001, "b": 171.41082576218935, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 56 ] } ], "orig": "ii) any realized gains or losses on sales of certain MBS", "text": "ii) any realized gains or losses on sales of certain MBS", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/128", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 169.35284194999997, "r": 312.6754999999999, "b": 163.61083576218937, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 84 ] } ], "orig": "iii) any unrealized gains or losses on Residential MSRs from discontinued operations", "text": "iii) any unrealized gains or losses on Residential MSRs from discontinued operations", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/129", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 161.55282195, "r": 328.93199999999973, "b": 155.81081576218935, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 90 ] } ], "orig": "iv) any unrealized change in current expected credit loss reserve and valuation allowances", "text": "iv) any unrealized change in current expected credit loss reserve and valuation allowances", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/130", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 153.75284195, "r": 268.9955000000001, "b": 148.01083576218934, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 67 ] } ], "orig": "v) any unrealized gains or losses on de-designated cash flow hedges", "text": "any unrealized gains or losses on de-designated cash flow hedges", "enumerated": true, "marker": "v)" }, { "self_ref": "#/texts/131", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 145.95282195000004, "r": 248.63601000000003, "b": 140.21081576218933, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 61 ] } ], "orig": "vi) any unrealized gains or losses on foreign exchange hedges", "text": "vi) any unrealized gains or losses on foreign exchange hedges", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/132", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 138.15283195, "r": 281.2675000000001, "b": 132.41082576218935, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 76 ] } ], "orig": "vii) any unrealized gains or losses on certain unconsolidated joint ventures", "text": "vii) any unrealized gains or losses on certain unconsolidated joint ventures", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/133", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 130.35284194999997, "r": 292.4735, "b": 124.61083576218937, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 77 ] } ], "orig": "viii) any non-cash compensation expense related to stock-based incentive plan", "text": "viii) any non-cash compensation expense related to stock-based incentive plan", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/134", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 122.55282195000001, "r": 258.01050000000015, "b": 116.81081576218935, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 69 ] } ], "orig": "ix) any unrealized gains or losses on preferred equity, at fair value", "text": "ix) any unrealized gains or losses on preferred equity, at fair value", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/135", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 114.75284195, "r": 313.73499999999984, "b": 109.01083576218934, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 85 ] } ], "orig": "x) any unrealized gain or losses or other non-cash items related to real estate owned", "text": "any unrealized gain or losses or other non-cash items related to real estate owned", "enumerated": true, "marker": "x)" }, { "self_ref": "#/texts/136", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 106.95282194999999, "r": 493.2289999999989, "b": 101.21081576218933, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 146 ] } ], "orig": "xi) one-time non-recurring gains or losses, such as gains or losses on discontinued operations, bargain purchase gains, or merger related expenses", "text": "xi) one-time non-recurring gains or losses, such as gains or losses on discontinued operations, bargain purchase gains, or merger related expenses", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/137", "parent": { "$ref": "#/groups/23" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 91.35284194999997, "r": 735.9555, "b": 46.61083576218937, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1320 ] } ], "orig": "In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains and losses on MBS acquired by the Company in the secondary market but is not adjusted to exclude unrealized gains and losses on MBS retained by Ready Capital as part of its loan origination businesses, where the Company transfers originated loans into an MBS securitization and the Company retains an interest in the securitization. In calculating Distributable Earnings, the Company does not adjust Net Income (in accordance with U.S. GAAP) to take into account unrealized gains and losses on MBS retained by us as part of the loan origination businesses because the unrealized gains and losses that are generated in the loan origination and securitization process are considered to be a fundamental part of this business and an indicator of the ongoing performance and credit quality of the Company's historical loan originations. In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude realized gains and losses on certain MBS securities considered to be non-distributable. Certain MBS positions are considered to be non-distributable due to a variety of reasons which may include collateral type, duration, and size.", "text": "In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains and losses on MBS acquired by the Company in the secondary market but is not adjusted to exclude unrealized gains and losses on MBS retained by Ready Capital as part of its loan origination businesses, where the Company transfers originated loans into an MBS securitization and the Company retains an interest in the securitization. In calculating Distributable Earnings, the Company does not adjust Net Income (in accordance with U.S. GAAP) to take into account unrealized gains and losses on MBS retained by us as part of the loan origination businesses because the unrealized gains and losses that are generated in the loan origination and securitization process are considered to be a fundamental part of this business and an indicator of the ongoing performance and credit quality of the Company's historical loan originations. In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude realized gains and losses on certain MBS securities considered to be non-distributable. Certain MBS positions are considered to be non-distributable due to a variety of reasons which may include collateral type, duration, and size." }, { "self_ref": "#/texts/138", "parent": { "$ref": "#/groups/23" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 44.55285194999999, "r": 735.6695000000008, "b": 31.010805762189307, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 450 ] } ], "orig": "In addition, in calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains or losses on residential MSRs, held at fair value from discontinued operations. In calculating Distributable Earnings, the Company does not exclude realized gains or losses on either commercial MSRs as servicing income is a fundamental part of Ready Capital's business and is an indicator of the ongoing performance.", "text": "In addition, in calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains or losses on residential MSRs, held at fair value from discontinued operations. In calculating Distributable Earnings, the Company does not exclude realized gains or losses on either commercial MSRs as servicing income is a fundamental part of Ready Capital's business and is an indicator of the ongoing performance." }, { "self_ref": "#/texts/139", "parent": { "$ref": "#/groups/23" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 28.952821950000043, "r": 748.33802, "b": 7.610835762189367, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 729 ] } ], "orig": "20 To qualify as a REIT, the Company must distribute to its stockholders each calendar year at least 90% of its REIT taxable income (including certain items of non-cash income), determined without regard to the deduction for dividends paid and excluding net capital gain. There are certain items, including net income generated from the creation of MSRs, that are included in distributable earnings but are not included in the calculation of the current year's taxable income. These differences may result in certain items that are recognized in the current period's calculation of distributable earnings not being included in taxable income, and thus not subject to the REIT dividend distribution requirement until future years.", "text": "20 To qualify as a REIT, the Company must distribute to its stockholders each calendar year at least 90% of its REIT taxable income (including certain items of non-cash income), determined without regard to the deduction for dividends paid and excluding net capital gain. There are certain items, including net income generated from the creation of MSRs, that are included in distributable earnings but are not included in the calculation of the current year's taxable income. These differences may result in certain items that are recognized in the current period's calculation of distributable earnings not being included in taxable income, and thus not subject to the REIT dividend distribution requirement until future years." }, { "self_ref": "#/texts/140", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 37.15, "t": 562.1696772, "r": 418.60599999999994, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "Loan Portfolio - Risk Rating Criteria", "text": "Loan Portfolio - Risk Rating Criteria", "level": 1 }, { "self_ref": "#/texts/141", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 458.73953128000005, "r": 118.666, "b": 448.22567609401887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "BUCKET 1:", "text": "BUCKET 1:", "level": 1 }, { "self_ref": "#/texts/142", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 444.4098536, "r": 657.2980000000006, "b": 433.8092267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 111 ] } ], "orig": "Very Low Risk of Loss: New origination or current with strong credit metrics (LTV/DSCR/DY). No expected losses.", "text": "Very Low Risk of Loss: New origination or current with strong credit metrics (LTV/DSCR/DY). No expected losses." }, { "self_ref": "#/texts/143", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 378.18951128000003, "r": 118.666, "b": 367.67565609401885, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "BUCKET 2:", "text": "BUCKET 2:", "level": 1 }, { "self_ref": "#/texts/144", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 363.8598336, "r": 727.1140000000005, "b": 338.8592167917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 142 ] } ], "orig": "Low Risk of Loss: Current with maturity > 6 months. Lower credit metrics with possibility of inclusion on CREFC watchlist. No expected losses.", "text": "Low Risk of Loss: Current with maturity > 6 months. Lower credit metrics with possibility of inclusion on CREFC watchlist. No expected losses." }, { "self_ref": "#/texts/145", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 292.98953128000005, "r": 118.666, "b": 282.47567609401887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "BUCKET 3:", "text": "BUCKET 3:", "level": 1 }, { "self_ref": "#/texts/146", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 278.6598536, "r": 696.8860000000008, "b": 268.0592267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 121 ] } ], "orig": "Medium Risk of Loss: Current with near term maturities or in forbearance. Loss unlikely with no specific reserves booked.", "text": "Medium Risk of Loss: Current with near term maturities or in forbearance. Loss unlikely with no specific reserves booked." }, { "self_ref": "#/texts/147", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 222.18954127999996, "r": 118.666, "b": 211.67568609401883, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "BUCKET 4:", "text": "BUCKET 4:", "level": 1 }, { "self_ref": "#/texts/148", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 207.8598336, "r": 727.1620000000011, "b": 182.85921679173418, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 168 ] } ], "orig": "Higher Risk: Loan delinquent or in maturity default. Potential issues with sponsor or business plans. Minimal losses possible and adequately reserved in current period.", "text": "Higher Risk: Loan delinquent or in maturity default. Potential issues with sponsor or business plans. Minimal losses possible and adequately reserved in current period." }, { "self_ref": "#/texts/149", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 136.61954128000002, "r": 118.666, "b": 126.10568609401884, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "BUCKET 5:", "text": "BUCKET 5:", "level": 1 }, { "self_ref": "#/texts/150", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 122.28985360000001, "r": 691.6060000000009, "b": 111.6892267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 125 ] } ], "orig": "Highest risk: Loan in default or special servicing. Specific losses identified and adequately reserved for in current period.", "text": "Highest risk: Loan in default or special servicing. Specific losses identified and adequately reserved for in current period." }, { "self_ref": "#/texts/151", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 21, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "21", "text": "21" }, { "self_ref": "#/texts/152", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 22, "bbox": { "l": 37.15, "t": 562.1696772, "r": 143.85399999999998, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "Footnotes", "text": "Footnotes", "level": 1 }, { "self_ref": "#/texts/153", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 520.5423627, "r": 481.8629800000001, "b": 512.4118925938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 115 ] } ], "orig": "1 . Before income attributable to participating shares of $2.1 million and non-controlling interest of $1.6 million", "text": "1 . Before income attributable to participating shares of $2.1 million and non-controlling interest of $1.6 million", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/154", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 507.7923927, "r": 742.4720299999999, "b": 488.41189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 252 ] } ], "orig": "2 . Before income attributable to participating shares of $2.1 million and non-controlling interest of $1.7 million. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "text": "2 . Before income attributable to participating shares of $2.1 million and non-controlling interest of $1.7 million. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/155", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 483.7923927, "r": 727.7819899999998, "b": 463.66189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 342 ] } ], "orig": "3 . Before income attributable to participating shares of $2.1 million, non-controlling interest of $1.9 million and before certain charge-offs and losses on sales of real estate owned assets and LMM loans. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "text": "3 . Before income attributable to participating shares of $2.1 million, non-controlling interest of $1.9 million and before certain charge-offs and losses on sales of real estate owned assets and LMM loans. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/156", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 459.0423927, "r": 205.12799999999996, "b": 450.91189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 38 ] } ], "orig": "4 . Represents fully committed amounts", "text": "4 . Represents fully committed amounts", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/157", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 446.2923927, "r": 200.142, "b": 438.16189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 38 ] } ], "orig": "5 . Calculated based on carrying value", "text": "5 . Calculated based on carrying value", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/158", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 433.5423927, "r": 484.0800000000007, "b": 425.41189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 108 ] } ], "orig": "6 . Recourse leverage ratio excludes $1.1 billion of secured borrowings that are non-recourse to the Company", "text": "6 . Recourse leverage ratio excludes $1.1 billion of secured borrowings that are non-recourse to the Company", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/159", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 420.7923927, "r": 331.69500000000016, "b": 412.66189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 71 ] } ], "orig": "7 . Excludes joint venture investments and preferred equity investments", "text": "7 . Excludes joint venture investments and preferred equity investments", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/160", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 408.0423927, "r": 713.3400000000005, "b": 399.91189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 169 ] } ], "orig": "8 . Loans with the 'Other' classification are generally LMM acquired loans that have nonconforming characteristics for the Fixed rate, Bridge, or Construction categories", "text": "8 . Loans with the 'Other' classification are generally LMM acquired loans that have nonconforming characteristics for the Fixed rate, Bridge, or Construction categories", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/161", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 395.2923927, "r": 742.6440000000005, "b": 364.66189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 461 ] } ], "orig": "9 . Distributable return on equity from continuing operations before realized losses is an annualized percentage equal to distributable earnings over the average monthly total stockholders' equity for the period before certain charge-offs and losses on sales of real estate owned assets and LMM loans. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "text": "9 . Distributable return on equity from continuing operations before realized losses is an annualized percentage equal to distributable earnings over the average monthly total stockholders' equity for the period before certain charge-offs and losses on sales of real estate owned assets and LMM loans. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/162", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 360.0423927, "r": 468.0900000000005, "b": 351.9119225938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 107 ] } ], "orig": "10 . Average carrying value includes average quarterly carrying value of loan and servicing asset balances.", "text": "10 . Average carrying value includes average quarterly carrying value of loan and servicing asset balances.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/163", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.73, "t": 347.2923927, "r": 742.7160000000006, "b": 327.9119225938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 336 ] } ], "orig": "11 . Gross yields include interest income, accretion of discount, MSR creation, income from our unconsolidated joint venture, realized gains (losses) on loans held for sale, unrealized gains (losses) on loans held for sale and servicing income net of interest expense and amortization of deferred financing costs on an annualized basis.", "text": "11 . Gross yields include interest income, accretion of discount, MSR creation, income from our unconsolidated joint venture, realized gains (losses) on loans held for sale, unrealized gains (losses) on loans held for sale and servicing income net of interest expense and amortization of deferred financing costs on an annualized basis.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/164", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 323.2923927, "r": 742.8420000000008, "b": 303.9119225938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 282 ] } ], "orig": "12 . The Company finances the assets included in the Investment Type through securitizations, repurchase agreements, warehouse facilities and bank credit facilities. Interest expense is calculated based on interest expense and deferred financing amortization on an annualized basis.", "text": "12 . The Company finances the assets included in the Investment Type through securitizations, repurchase agreements, warehouse facilities and bank credit facilities. Interest expense is calculated based on interest expense and deferred financing amortization on an annualized basis.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/165", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 299.2923927, "r": 742.8870000000006, "b": 279.9119225938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 268 ] } ], "orig": "13 . Loan-to-value (LTV) is calculated by dividing the current unpaid principal balance by the most recent collateral value received. The most recent value for performing loans is often the third-party as-is valuation utilized during the original underwriting process.", "text": "13 . Loan-to-value (LTV) is calculated by dividing the current unpaid principal balance by the most recent collateral value received. The most recent value for performing loans is often the third-party as-is valuation utilized during the original underwriting process.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/166", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 275.2923927, "r": 402.7680000000004, "b": 267.1619225938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 92 ] } ], "orig": "14 . Q1 dividend yield for the period is based on the 3/31/2026 closing share price of $1.62", "text": "14 . Q1 dividend yield for the period is based on the 3/31/2026 closing share price of $1.62", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/167", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 262.5423927, "r": 359.93300000000033, "b": 254.41192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 79 ] } ], "orig": "15 . Includes the loans which are offset by $502M of guaranteed loan financings", "text": "15 . Includes the loans which are offset by $502M of guaranteed loan financings", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/168", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 249.7923927, "r": 274.68000000000006, "b": 241.66192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 56 ] } ], "orig": "16 . Respective balances are based on quarterly averages", "text": "16 . Respective balances are based on quarterly averages", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/169", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 237.0423927, "r": 346.21200000000016, "b": 228.91192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 78 ] } ], "orig": "17 . Corporate debt is allocated for purposes of determining equity allocation", "text": "17 . Corporate debt is allocated for purposes of determining equity allocation", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/170", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 224.2923927, "r": 514.3230000000008, "b": 216.16192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 118 ] } ], "orig": "18 . Represents loans that are under modifications and carried on the consolidated balance sheet as of the period end.", "text": "18 . Represents loans that are under modifications and carried on the consolidated balance sheet as of the period end.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/171", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 211.5423927, "r": 167.13899999999998, "b": 203.41192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "19 . Strategy as of May 1, 2026", "text": "19 . Strategy as of May 1, 2026", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/172", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 198.7923927, "r": 167.13899999999998, "b": 190.66192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "20 . Strategy as of May 6, 2026", "text": "20 . 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" 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" 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" 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oQCJGQF27RsnjYzxW6aIjx/MXv4qPETRr/wcI/uANZteX3nzl1vbV0fWyMGkJ2792x+bceqjPQmjRIJaohQK1EffvJZ6pz5i+am3tmlM4CL2Tljp0y/lHMpZdL4AX37aECoRQQQVPMFAk88/ULzJklzUmcogUCDqKIhFIBQhCgpLCkZM3lqu9ZtkyeMBvDBkWPzFi1duXBuh/ZtAeQXXB01eUZ+fl5cTISmQFvFJSVNmzebM31a/Tq1AExKme3xetdnLlNCEiLiDwSGvzCubetWyRPHANCkEjn22eepaekZ89M63XoLgGmz5l+5krt2xZKwMCcgF7Oyxk2dOXRQ/4F9+xBaqABQ8E8CAhCSACxSiQYVtGbIA3FA2XVFjrhqgGaoJMuMqM+gJ3TtJ1vdW0NXf7RKLjqbPhAqvkQdNGq30iU5ygxT4bVCFQWGLQp2J/3Fhj1alKIIqERwPZLT09KzL+c+8+SwDZu3FRYXp06Z2OGWNk6Hg5qiZOeuvRkrM19dv84d5gQpAEm73VYrPl6JEiWbt+1YvXHTX/58R634eCXIysk9euyzudMn9+nZA8DOPXs3vfbmqoz0pkmJIDWgQIh6a8+769ZvXJaR3r51S2qKkgXLMk+cPLlm2aLa8fGoQkDwTyGtJ06b6SuvWLNiic1QBCACEJpQSkjCEjGPfvrZizPSOt7SrnHjJFiWt8K/e++7Tz8xeOzIZ5UgP//qyBenRUdFdrr1FiukRaR+3TpdOt1WMz4W1BA1KWW2x+tdn7lMCQANKH8gMHzk+HatWkydOIYgoEDOX7py174DfR560O1wQKlTP54+c/pM5pIFnTu2B3AhO2vclNShg/oP6tsbJETwG+IXAhIQkgA0IbAIRV9x+dm/hTX5s4YVvPyts2EX+gtD+d8bCX8Sf7kuuazqtqW/hP4iW3QzqzjL8nvN2q1C+T9KsMysf5u/4Kxoba/bvvyno8oZ5U5oTwBiCK5HgtNnzS8tL8tcsujUD2dfTEm99647Jo0brZSQUEp27tq7NDPzyMH9LrsN19FaK6WKS7zjp8+8kpNXq1ZcSFNpbTPVhZy8ti2bL02f43DYd+7eu2nbG5mLFzRplAhqCADlCwQmp8wuLi5avXxxTGQENUXJ8rXrT3z9Tebi9BpRUfgjm1/f8dLLGzety2zTqrkmKFCkiJSVlRuGcjntGpI6P+PYp58n1E/QVhACU5nFXk8wFHhj4/qY6Mj8/PxRE5N79uj+1OOP4TrUIRGBGJNSZnu83vWZy5QA0IDyBwLDR45v16rl1IljAAJyJa/g6dETbKYZEeGmJgHDUBcuZD/0YPdpk0YL5EJ21rgpqUMG9R/ctzd+j6SIaFKJCElU0aRAAwyWlv/0N3ejPwUristPvhPTdYTv7OGKo8sjBrxknfug4h8bYx7fUH7indCFY2GPLAt8+brvyo/xw7YUfrhCKoqjBqwp/+GgoRHRfmDZuY9UeA1nnQ6wKIoiCtexyBmz53tKS1ctmm/azLd371u8at2ksSMHPtKT1CLqrXf2LFu9+siB/S6HDdchtYj6+PMT02enpSVPbd++rUUtgCnqvQ+Prlu/adXi9PZtW721e/err+1Ys2xxUoP6qFZaUbnl9R1bX3tj0rjRgx7tTRKgiFqxZv3xr79elZEeGxONP3IxK2vk5OlxsbHzZk5pUK8eqhUUlSxZsapWXNz4MSNzrlwZ8dyowQP69X24Ny0tCoYYp77/Ydqcucnjx/Tq8UBefsGoick9H7xv+BNDQEAAEACJKiIyMWWWx1v68qolphL8Qvx+//CRE9q1bjF14lhUe/OvezZt3Z4+a1qTxkmWhggE3PrGzl3v7t+5bWN8jRrns7LHT5nxxJBBAx7uid+zLOvUt9+VeEqbNW0kJAGQQdDQDAaLfrJF1FWOKCIEHaQ4WXE1UHDWXq9DIOtY4PThiD8/W35sTeDCp+5HM5F/2l90OeLuMaGiHOqQo3ZbaksUAAPQwaKLcEbb3PEARQz8E2GR02bP9XpLVy9ZYJqGZeklqze8+957C9Nmdu3SGcCOd/bMzVj6/NNPOUxTgxBFzQi3q0/PB91ud0raguyLWZvWrnC6XAABAVDs8fQf8tRDPbpPGv3823v2rFjzSq8H7o+Niw1aLC0p+vLk11mXcoYMHPDCM0/ZTYP4hYgszXzpxMlvVi9dGBsTjT9AQI78/fM56YvspurV44EGdetfLby2/9Dh/PyryRPH93mo+yvb3nj7r7teWpGRlJiI3/iDoZETpihD1ixZWFzieW7s5F4P3j/if4aSFBFUIyAgIOOTZ3q83lcylxuG4Bfi9/uffH5cu9Ytp00eB6CsrHzslOk1YmIy5qUqEfzmux9OvzBh6qgRTw4e0Pd8VvbYydMSGzZo37a1pTUgAIW4p9ud9evV3bh5C5XZvFlTIQlAkxSgouDqe2nhHfq7E7sUf7rSXrOVu3kvf95XyhllxiTBKlMwtXJpXwEry8zIRBgh6iCUG6EKf963jrgWllXu+WRdRIdBtrjGBbumhrfp6W75IAABQAFAgVBrzcyXN5ZVVE6dMFoZhgBer2d+xnIxbDMmj4+IcH9w5OPM9ZsMEVATQhFaVs24GovSUg1DpcyZf+9d3fr37aU1RUgoCITW+s2vnz59JmP+7E8++8e6zduDvkqLhEi405aUmPRgjwduv/UWm6FIEJBqr7351+/OnEmeMCY6MgJ/hBqi8O0PP+7YtefTvx8v9hRHut0dO3QYOmhAx/ZtA37fguWZ4e6IcaOeNQ0hRUFDCBjv7j+w7/1DKS9OiooIn7tw6Z13dOnb+yEQ1TQEVUiIqMWr1paXV8ycMtFQAgEggUAgNX1xs0ZJw4cNAXDm7E8ZK9c+/tjAe+78E7SGAAJQAsHg3MWrwuzmlIlj8gquZqxYnXXpMrRFUahCCq3xo5//c9c79r57wFNW1qZlCyEJwNIaUKJCKM5CWCzEVnJ0qaN2a3vz7p4dTxm12kTfO97zXgo1onrOD+Z9w8Jse/Oegexj5cfWRfScK4Yjf/uo2N4zzdotSz9a4e74mK1uR+25IK5oOGoItQiFBmFpUQarIGBZIGymIaIAiCBkWX5/wOmwK6VClhWyLCWC37OZJslAMGi326UKfiUQgtBkwO93OBxa65ClRVCFhAhsNpsSQRWS+IWIkAyFLE1tM20iEBH8P0gAFBFNlFdUVFZWupxOl8tlGgqAtqxAMGSYhs00CYIiIISkEAz4A6ZpKsMIBoKGoUzDxP9FCKqQIBAKBgExTUMEIkIIyEAwKCI20wRgWVYwZDkcdoVqgl9QIAgGQ5YVcjgcJIMhCyCuQ8I0DUOpQCBYxeVyCkkAFjV9xeUnXnW17KPimjJYZgCiwggrmPu5csQY0fWK3nxWJBTdO6N857PB80ddT/4VgbKKg+nhfTPtCZ18OccdtduLu4ZY5TpkiRkmQOnJN201GtobdVPQoAi0higoCG76/4YkABEhKSQBaMAqv1zyfnrk7c+YtVt497+ozLDw7mm6LNcqOm+v31mMcPqvklocEZWfvKSvfOW4d4qKbYaKa8oVp5XdKjwrFaVmvfaBrGNlRzMjuk+z1elQfGSxrWbziHYDAGpAQYMCKBH81yGJ64gI/kuQBEBSqpAEqCuLYdqpTMBGCZV+vMowzfAuz5cfW1b5ybrIYa+ZNZpUfLHeVq+DvXkfBIrFVyYRdaySy/6vtqp6tzgadyvd8Uyw5FL0U29bxXmlJ7ZGdH3GVrMtQhWAQqhCzDAqO5QSUiAQwU03gpBEyFe4tZ+j3WNhtw1FyGeV5hnOcNgjRdn9Px30nTkUfteoUM63ge392PrR8IfXVByeZeWcDOuzJOTN828brNo9Gt5vXeXXb4UqrkV2HSO2SFpluqyAzmibI9Zf9LNnX7K70xPOVn0UtIAUJRDcdCMISehg2ccLzYQ/OxvfHbxyyvPOGMftT7pue0oCZdqbbUTUFEesVZLtP/6KkdDJiL/Ft/1hK/cb+4DN9sbd/F9sUQkdbM0eUgxp70UYbiOygXXtbNnu8ZLUNfLe5FBZfuXx7fYmd9nrdxIIBAQUbroxhCQATQuAwLCu/ujdP8XRYbDrlsfKvtwa+GhhWLdJzs5P05tvlWYZ8S0Mw1X+w55A4bnwDsOMiDq66LRmyIhrpQvPl78zAu664X3XMeCtPJCsGnQJv2O0hhJqiCYMEQVAcNMNIyQBWJoCCAhaVqBUbG5lmt7jrwYPz3PdM8XV6YmKA8n8bo9xb4qz07O66AzK84w6t4eKLwX3PBvyV9j7bTBs7vI3h0l4XXe/l1R4TcvnMQ0TppuoogUglFTBTTeSkARArQENUYRSApIgGarQxeclpiEg3l0jcGq344HZ9raDy3c8w4JT9j7pZt3OFa/305W+sCHb7Yl36uKzUE6JrK8AiAkCIFGFAoEIAMFNN5KQBEBqLQCUogZAEFAUKIiGVpYECk6FCr5zNvlLyJOnt/VWxZdD981w3j3dn31EBYL2pLvFHkGBgNCK0CKoogEBRAAowU03npAEQBK/Eg0qVNMiihoAIb8ACDBYHvp6q1Vwxnb7M0ZcawACkBoQAAISAkAAogoBBSEAwa8EN904/wd273rVzcItkQAAAABJRU5ErkJggg==" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "logo", "confidence": 0.9973581433296204 }, { "class_name": "icon", "confidence": 0.0013418776215985417 }, { "class_name": "stamp", "confidence": 0.0007251431234180927 }, { "class_name": "other", "confidence": 0.00017439163639210165 }, { "class_name": "page_thumbnail", "confidence": 5.7034441852010787e-05 }, { "class_name": "engineering_drawing", "confidence": 5.133395825396292e-05 }, { "class_name": "calendar", "confidence": 4.3477706640260294e-05 }, { "class_name": "signature", "confidence": 3.984924478572793e-05 }, { "class_name": "full_page_image", "confidence": 3.803304207394831e-05 }, { "class_name": "flow_chart", "confidence": 3.0264805900515057e-05 }, { "class_name": "table", "confidence": 2.136272087227553e-05 }, { "class_name": "photograph", "confidence": 1.7445923731429502e-05 }, { "class_name": "screenshot_from_computer", "confidence": 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A bar chart titled \"LOAN VINTAGE ($ in billions)\" displaying the loan value in billions of dollars across different years (2020 and prior to 2025). The chart categorizes loans into \"Core\" (represented by orange bars) and \"Non-Core\" (represented by dark blue bars). The y-axis ranges from $0.0 to $1.2 billion. The x-axis lists the years: 2020 and prior, 2021, 2022, 2023, 2024, and 2025.\n\n| Year | Core ($B) | Non-Core ($B) |\n| --- | --- | --- |\n| 2020 and prior | 0.7 | - |\n| 2021 | 0.9 | 0.1 |\n| 2022 | 1.0 | - |\n| 2023 | 0.2 | - |\n| 2024 | 0.3 | - |\n| 2025 | 0.1 | - |" }, "classification": { "predictions": [ { "confidence": 0.9985622763633728, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.000801514892373234, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.00040386809268966317, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.00010324296454200521, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 9.209955896949396e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 6.5518820520082954e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "bar_chart", "confidence": 0.9985622763633728 }, { "class_name": "table", "confidence": 0.000801514892373234 }, { "class_name": "pie_chart", "confidence": 0.00040386809268966317 }, { "class_name": "screenshot_from_computer", "confidence": 0.00010324296454200521 }, { "class_name": "line_chart", "confidence": 9.209955896949396e-05 }, { "class_name": "calendar", "confidence": 6.5518820520082954e-06 }, { "class_name": "scatter_plot", "confidence": 6.306732757366262e-06 }, { "class_name": "screenshot_from_manual", "confidence": 5.999714630888775e-06 }, { "class_name": "other", "confidence": 4.841048394155223e-06 }, { "class_name": "engineering_drawing", "confidence": 3.814247293121298e-06 }, { "class_name": "flow_chart", "confidence": 2.442294317006599e-06 }, { "class_name": "box_plot", "confidence": 1.7626349517740891e-06 }, { "class_name": "geographical_map", "confidence": 1.6195854186662473e-06 }, { "class_name": "full_page_image", "confidence": 1.5951848126860568e-06 }, { "class_name": "page_thumbnail", "confidence": 1.3460913805829477e-06 }, { "class_name": "chemistry_structure", "confidence": 2.363697717555624e-07 }, { "class_name": "topographical_map", "confidence": 1.3020121514273342e-07 }, { "class_name": "icon", "confidence": 1.1564300450572773e-07 }, { "class_name": "logo", "confidence": 7.863067708058225e-08 }, { "class_name": "qr_code", "confidence": 5.223814270038929e-08 }, { "class_name": "photograph", "confidence": 3.513537549793e-08 }, { "class_name": "signature", "confidence": 3.363984646398421e-08 }, { "class_name": "stamp", "confidence": 3.0474947010361575e-08 }, { "class_name": "bar_code", "confidence": 2.64165080920975e-08 }, { "class_name": "music", "confidence": 1.842924923778355e-08 }, { "class_name": "crossword_puzzle", "confidence": 3.746600807374989e-09 } ] } ] }, { "self_ref": "#/pictures/6", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A waterfall chart titled '60+ DQ CORE MIGRATION ($ in millions)' showing the movement of 60+ DQ (Delinquency) values. The chart starts with an orange bar at 'Beg 60+' ($306 million), adds a positive orange bar for 'New 60+' ($259 million), then subtracts values with dark blue bars for 'Sales/Payoffs' (-$71 million), 'Allowance' (-$6 million), and 'Other' (-$6 million), ending with a final orange bar for 'End 60+' ($482 million). The y-axis represents monetary values in millions of dollars.\n\n| Category | Value ($ millions) |\n| --- | --- |\n| Beg 60+ | 306 |\n| New 60+ | 259 |\n| Sales/Payoffs | (71) |\n| Allowance | (6) |\n| Other | (6) |\n| End 60+ | 482 |" }, "classification": { "predictions": [ { "confidence": 0.9998936653137207, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 6.363558350130916e-05, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 2.1939415091765113e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 1.6525840692338534e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 3.0134679036564194e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 2.5995990426963544e-07, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 2.41238041098768e-07, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 1.737151791303404e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 1.4902383327353164e-07, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 1.4112441704128287e-07, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 1.1028705415583318e-07, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 8.974829768249037e-08, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 5.282494441871677e-08, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 4.0486533237071853e-08, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 2.141309529690716e-08, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" 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" 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It tracks the change in investment value from a beginning carrying value (Beg CV) to an ending carrying value (End CV) over a quarter. The chart displays positive values with orange bars and negative values with dark blue bars. The y-axis represents monetary values in billions, ranging from $3.0 to $5.0. The x-axis shows the sequential components of the investment roll.\n\n| Category | Value ($ in billions) | Type |\n| --- | --- | --- |\n| Beg CV | 4.78 | Positive |\n| Sales/ Paydowns | (1.30) | Negative |\n| Originations | 0.07 | Positive |\n| Allowance/ Other | (0.15) | Negative |\n| End CV | 3.40 | Positive |" }, "classification": { "predictions": [ { "confidence": 0.9998447895050049, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0001086870688595809, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 2.9660815926035866e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 1.0130511327588465e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 5.049299488746328e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 3.800682861765381e-07, "created_by": 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" 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The charts are titled 'LOAN PRODUCT', 'COLLATERAL', 'RISK RATING', and 'MODIFICATION STATUS'.\n\n| Category | Segment | Percentage |\n| --- | --- | --- |\n| LOAN PRODUCT | Bridge | 63% |\n| LOAN PRODUCT | Fixed rate | 18% |\n| LOAN PRODUCT | Construction | 12% |\n| LOAN PRODUCT | Other | 7% |\n| COLLATERAL | Multi-family | 71% |\n| COLLATERAL | Retail | 7% |\n| COLLATERAL | Industrial | 6% |\n| COLLATERAL | Office | 4% |\n| COLLATERAL | Land | 5% |\n| COLLATERAL | Other | 7% |\n| RISK RATING | 1&2 | 44% |\n| RISK RATING | 3 | 33% |\n| RISK RATING | 4&5 | 23% |\n| MODIFICATION STATUS | Not Modified | 45% |\n| MODIFICATION STATUS | Extensions | 30% |\n| MODIFICATION STATUS | Modifications | 25% |" }, "classification": { "predictions": [ { "confidence": 0.514161229133606, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.26669764518737793, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.09545132517814636, 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" 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"children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A bar chart titled \"HISTORICAL LEVERED YIELD\" showing the levered yield percentages over five consecutive quarters from Q1 2025 to Q1 2026. The y-axis represents yield percentages ranging from 0% to 12% in increments of 2%. The x-axis lists the time periods. All bars are orange and display the specific yield percentage value centered within them.\n\n| Period | Yield (%) |\n| --- | --- |\n| Q1 2025 | 11.1% |\n| Q2 2025 | 10.9% |\n| Q3 2025 | 11.0% |\n| Q4 2025 | 9.6% |\n| Q1 2026 | 7.0% |" }, "classification": { "predictions": [ { "confidence": 0.9993622899055481, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0006200972129590809, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 8.235952009272296e-06, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 5.107312517793616e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 1.7613724594411906e-06, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 8.367264854314271e-07, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 6.193201897986e-07, "created_by": 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1.519265424576588e-08, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.0017590312827451e-08, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 3.3551013078891856e-09, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 2.7734032848059087e-09, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 2.49703058230466e-09, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 1.823138640055788e-09, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.7651028416665326e-09, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.118659831433888e-09, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 8.77679484645455e-10, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { 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" 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" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a waterfall chart titled 'QTD ROLL ($ in thousands)' showing the quarterly-to-date (QTD) roll of loans. The chart displays the change in the Beginning CV to the Ending CV. The y-axis represents dollar values in thousands, ranging from $100 to $250. The chart consists of four columns: 'Beginning CV', 'Exits', 'REO/Write-downs', and 'Ending CV'. The 'Beginning CV' column is an orange bar starting at $222 with 27 loans. This is followed by two dark blue downward-pointing bars representing subtractions: 'Exits' at $(46) with 3 loans, and 'REO/Write-downs' at $(30) with 3 loans. Finally, the 'Ending CV' is an orange bar at $146 with 21 loans.\n\n| Category | Value ($ in thousands) | Loan Count |\n| --- | --- | --- |\n| Beginning CV | 222 | 27 |\n| Exits | (46) | 3 |\n| REO/Write-downs | (30) | 3 |\n| Ending CV | 146 | 21 |" }, "classification": { "predictions": [ { "confidence": 0.9990302324295044, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0008211561944335699, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 8.696062286617234e-05, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 1.9171300664311275e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 1.2787157174898311e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 9.392052561452147e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 7.993342478584964e-06, 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" 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" 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}, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "pie_chart", "confidence": 0.9998996257781982 }, { "class_name": "bar_chart", "confidence": 6.249041325645521e-05 }, { "class_name": "table", "confidence": 1.666440221015364e-05 }, { "class_name": "calendar", "confidence": 6.609054707951145e-06 }, { "class_name": "flow_chart", "confidence": 6.019380634825211e-06 }, { "class_name": "icon", "confidence": 1.627797701075906e-06 }, { "class_name": "logo", "confidence": 1.6005647012207191e-06 }, { "class_name": "page_thumbnail", "confidence": 1.1595562909860746e-06 }, { "class_name": "line_chart", "confidence": 1.0176447631238261e-06 }, { "class_name": "other", "confidence": 5.996956815579324e-07 }, { "class_name": "geographical_map", "confidence": 5.775428917331737e-07 }, { "class_name": "engineering_drawing", "confidence": 5.760252861364279e-07 }, { "class_name": "screenshot_from_computer", "confidence": 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The y-axis represents dollar values in millions, ranging from $0 to $60. The x-axis represents specific time periods. There are five orange bars representing the non-core exit value for each period.\n\n| Period | Value ($ in millions) |\n| --- | --- |\n| Q2'26 | 55 |\n| Q3'26 | 31 |\n| Q4'26 | 1 |\n| Q1'27 | 46 |\n| Q2'27 and beyond | 13 |" }, "classification": { "predictions": [ { "confidence": 0.9998328685760498, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.00011602090671658516, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 2.298223080288153e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 2.0943267372786067e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 3.57677754436736e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 1.0986639153998112e-06, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 1.0875647831198876e-06, 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" 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" 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" 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"#/pictures/20", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a waterfall chart titled 'QUARTERLY REO MIGRATION (in thousands)' that visualizes the change in Real Estate Owned (REO) assets over a quarter. The chart starts at 635,513 and ends at 625,503. Positive changes (additions) are shown in orange, while negative changes (subtractions) are shown in dark blue. The x-axis lists the categories: Beginning Balance, REO acquired via foreclosure/capitalized costs, Liquidations, Depreciation/Impairment, and Ending Balance.\n\n| Category | Value | Type |\n| --- | --- | --- |\n| Beginning Balance | 635,513 | Start |\n| REO acquired via foreclosure/capitalized costs | 25,818 | Addition |\n| Liquidations | (31,551) | Subtraction |\n| Depreciation/Impairment | (4,277) | Subtraction |\n| Ending Balance | 625,503 | End |" }, "classification": { "predictions": [ { "confidence": 0.9987654685974121, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0006562480702996254, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0003030798688996583, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00014004485274199396, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 7.241489947773516e-05, "created_by": 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"confidence": 1.796339574866579e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 1.7652782844379544e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 2.50386193556551e-07, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 2.3165196694208134e-07, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 1.5339496428623534e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 9.024868319329471e-08, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 5.7440669110064846e-08, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 5.408993786204519e-08, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 3.312277740974423e-08, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" 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" 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" 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" 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" 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" 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oQCJGQF27RsnjYzxW6aIjx/MXv4qPETRr/wcI/uANZteX3nzl1vbV0fWyMGkJ2792x+bceqjPQmjRIJaohQK1EffvJZ6pz5i+am3tmlM4CL2Tljp0y/lHMpZdL4AX37aECoRQQQVPMFAk88/ULzJklzUmcogUCDqKIhFIBQhCgpLCkZM3lqu9ZtkyeMBvDBkWPzFi1duXBuh/ZtAeQXXB01eUZ+fl5cTISmQFvFJSVNmzebM31a/Tq1AExKme3xetdnLlNCEiLiDwSGvzCubetWyRPHANCkEjn22eepaekZ89M63XoLgGmz5l+5krt2xZKwMCcgF7Oyxk2dOXRQ/4F9+xBaqABQ8E8CAhCSACxSiQYVtGbIA3FA2XVFjrhqgGaoJMuMqM+gJ3TtJ1vdW0NXf7RKLjqbPhAqvkQdNGq30iU5ygxT4bVCFQWGLQp2J/3Fhj1alKIIqERwPZLT09KzL+c+8+SwDZu3FRYXp06Z2OGWNk6Hg5qiZOeuvRkrM19dv84d5gQpAEm73VYrPl6JEiWbt+1YvXHTX/58R634eCXIysk9euyzudMn9+nZA8DOPXs3vfbmqoz0pkmJIDWgQIh6a8+769ZvXJaR3r51S2qKkgXLMk+cPLlm2aLa8fGoQkDwTyGtJ06b6SuvWLNiic1QBCACEJpQSkjCEjGPfvrZizPSOt7SrnHjJFiWt8K/e++7Tz8xeOzIZ5UgP//qyBenRUdFdrr1FiukRaR+3TpdOt1WMz4W1BA1KWW2x+tdn7lMCQANKH8gMHzk+HatWkydOIYgoEDOX7py174DfR560O1wQKlTP54+c/pM5pIFnTu2B3AhO2vclNShg/oP6tsbJETwG+IXAhIQkgA0IbAIRV9x+dm/hTX5s4YVvPyts2EX+gtD+d8bCX8Sf7kuuazqtqW/hP4iW3QzqzjL8nvN2q1C+T9KsMysf5u/4Kxoba/bvvyno8oZ5U5oTwBiCK5HgtNnzS8tL8tcsujUD2dfTEm99647Jo0brZSQUEp27tq7NDPzyMH9LrsN19FaK6WKS7zjp8+8kpNXq1ZcSFNpbTPVhZy8ti2bL02f43DYd+7eu2nbG5mLFzRplAhqCADlCwQmp8wuLi5avXxxTGQENUXJ8rXrT3z9Tebi9BpRUfgjm1/f8dLLGzety2zTqrkmKFCkiJSVlRuGcjntGpI6P+PYp58n1E/QVhACU5nFXk8wFHhj4/qY6Mj8/PxRE5N79uj+1OOP4TrUIRGBGJNSZnu83vWZy5QA0IDyBwLDR45v16rl1IljAAJyJa/g6dETbKYZEeGmJgHDUBcuZD/0YPdpk0YL5EJ21rgpqUMG9R/ctzd+j6SIaFKJCElU0aRAAwyWlv/0N3ejPwUristPvhPTdYTv7OGKo8sjBrxknfug4h8bYx7fUH7indCFY2GPLAt8+brvyo/xw7YUfrhCKoqjBqwp/+GgoRHRfmDZuY9UeA1nnQ6wKIoiCtexyBmz53tKS1ctmm/azLd371u8at2ksSMHPtKT1CLqrXf2LFu9+siB/S6HDdchtYj6+PMT02enpSVPbd++rUUtgCnqvQ+Prlu/adXi9PZtW721e/err+1Ys2xxUoP6qFZaUbnl9R1bX3tj0rjRgx7tTRKgiFqxZv3xr79elZEeGxONP3IxK2vk5OlxsbHzZk5pUK8eqhUUlSxZsapWXNz4MSNzrlwZ8dyowQP69X24Ny0tCoYYp77/Ydqcucnjx/Tq8UBefsGoick9H7xv+BNDQEAAEACJKiIyMWWWx1v68qolphL8Qvx+//CRE9q1bjF14lhUe/OvezZt3Z4+a1qTxkmWhggE3PrGzl3v7t+5bWN8jRrns7LHT5nxxJBBAx7uid+zLOvUt9+VeEqbNW0kJAGQQdDQDAaLfrJF1FWOKCIEHaQ4WXE1UHDWXq9DIOtY4PThiD8/W35sTeDCp+5HM5F/2l90OeLuMaGiHOqQo3ZbaksUAAPQwaKLcEbb3PEARQz8E2GR02bP9XpLVy9ZYJqGZeklqze8+957C9Nmdu3SGcCOd/bMzVj6/NNPOUxTgxBFzQi3q0/PB91ud0raguyLWZvWrnC6XAABAVDs8fQf8tRDPbpPGv3823v2rFjzSq8H7o+Niw1aLC0p+vLk11mXcoYMHPDCM0/ZTYP4hYgszXzpxMlvVi9dGBsTjT9AQI78/fM56YvspurV44EGdetfLby2/9Dh/PyryRPH93mo+yvb3nj7r7teWpGRlJiI3/iDoZETpihD1ixZWFzieW7s5F4P3j/if4aSFBFUIyAgIOOTZ3q83lcylxuG4Bfi9/uffH5cu9Ytp00eB6CsrHzslOk1YmIy5qUqEfzmux9OvzBh6qgRTw4e0Pd8VvbYydMSGzZo37a1pTUgAIW4p9ud9evV3bh5C5XZvFlTIQlAkxSgouDqe2nhHfq7E7sUf7rSXrOVu3kvf95XyhllxiTBKlMwtXJpXwEry8zIRBgh6iCUG6EKf963jrgWllXu+WRdRIdBtrjGBbumhrfp6W75IAABQAFAgVBrzcyXN5ZVVE6dMFoZhgBer2d+xnIxbDMmj4+IcH9w5OPM9ZsMEVATQhFaVs24GovSUg1DpcyZf+9d3fr37aU1RUgoCITW+s2vnz59JmP+7E8++8e6zduDvkqLhEi405aUmPRgjwduv/UWm6FIEJBqr7351+/OnEmeMCY6MgJ/hBqi8O0PP+7YtefTvx8v9hRHut0dO3QYOmhAx/ZtA37fguWZ4e6IcaOeNQ0hRUFDCBjv7j+w7/1DKS9OiooIn7tw6Z13dOnb+yEQ1TQEVUiIqMWr1paXV8ycMtFQAgEggUAgNX1xs0ZJw4cNAXDm7E8ZK9c+/tjAe+78E7SGAAJQAsHg3MWrwuzmlIlj8gquZqxYnXXpMrRFUahCCq3xo5//c9c79r57wFNW1qZlCyEJwNIaUKJCKM5CWCzEVnJ0qaN2a3vz7p4dTxm12kTfO97zXgo1onrOD+Z9w8Jse/Oegexj5cfWRfScK4Yjf/uo2N4zzdotSz9a4e74mK1uR+25IK5oOGoItQiFBmFpUQarIGBZIGymIaIAiCBkWX5/wOmwK6VClhWyLCWC37OZJslAMGi326UKfiUQgtBkwO93OBxa65ClRVCFhAhsNpsSQRWS+IWIkAyFLE1tM20iEBH8P0gAFBFNlFdUVFZWupxOl8tlGgqAtqxAMGSYhs00CYIiIISkEAz4A6ZpKsMIBoKGoUzDxP9FCKqQIBAKBgExTUMEIkIIyEAwKCI20wRgWVYwZDkcdoVqgl9QIAgGQ5YVcjgcJIMhCyCuQ8I0DUOpQCBYxeVyCkkAFjV9xeUnXnW17KPimjJYZgCiwggrmPu5csQY0fWK3nxWJBTdO6N857PB80ddT/4VgbKKg+nhfTPtCZ18OccdtduLu4ZY5TpkiRkmQOnJN201GtobdVPQoAi0higoCG76/4YkABEhKSQBaMAqv1zyfnrk7c+YtVt497+ozLDw7mm6LNcqOm+v31mMcPqvklocEZWfvKSvfOW4d4qKbYaKa8oVp5XdKjwrFaVmvfaBrGNlRzMjuk+z1elQfGSxrWbziHYDAGpAQYMCKBH81yGJ64gI/kuQBEBSqpAEqCuLYdqpTMBGCZV+vMowzfAuz5cfW1b5ybrIYa+ZNZpUfLHeVq+DvXkfBIrFVyYRdaySy/6vtqp6tzgadyvd8Uyw5FL0U29bxXmlJ7ZGdH3GVrMtQhWAQqhCzDAqO5QSUiAQwU03gpBEyFe4tZ+j3WNhtw1FyGeV5hnOcNgjRdn9Px30nTkUfteoUM63ge392PrR8IfXVByeZeWcDOuzJOTN828brNo9Gt5vXeXXb4UqrkV2HSO2SFpluqyAzmibI9Zf9LNnX7K70xPOVn0UtIAUJRDcdCMISehg2ccLzYQ/OxvfHbxyyvPOGMftT7pue0oCZdqbbUTUFEesVZLtP/6KkdDJiL/Ft/1hK/cb+4DN9sbd/F9sUQkdbM0eUgxp70UYbiOygXXtbNnu8ZLUNfLe5FBZfuXx7fYmd9nrdxIIBAQUbroxhCQATQuAwLCu/ujdP8XRYbDrlsfKvtwa+GhhWLdJzs5P05tvlWYZ8S0Mw1X+w55A4bnwDsOMiDq66LRmyIhrpQvPl78zAu664X3XMeCtPJCsGnQJv2O0hhJqiCYMEQVAcNMNIyQBWJoCCAhaVqBUbG5lmt7jrwYPz3PdM8XV6YmKA8n8bo9xb4qz07O66AzK84w6t4eKLwX3PBvyV9j7bTBs7vI3h0l4XXe/l1R4TcvnMQ0TppuoogUglFTBTTeSkARArQENUYRSApIgGarQxeclpiEg3l0jcGq344HZ9raDy3c8w4JT9j7pZt3OFa/305W+sCHb7Yl36uKzUE6JrK8AiAkCIFGFAoEIAMFNN5KQBEBqLQCUogZAEFAUKIiGVpYECk6FCr5zNvlLyJOnt/VWxZdD981w3j3dn31EBYL2pLvFHkGBgNCK0CKoogEBRAAowU03npAEQBK/Eg0qVNMiihoAIb8ACDBYHvp6q1Vwxnb7M0ZcawACkBoQAAISAkAAogoBBSEAwa8EN904/wd273rVzcItkQAAAABJRU5ErkJggg==" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a pie chart titled 'COLLATERAL' that displays the percentage distribution of different collateral categories. The chart is divided into five slices representing 'Other', 'Hotel', 'Eating Place', 'Retail', and 'Doctors'.\n\n| Category | Percentage |\n| --- | --- |\n| Other | 46% |\n| Hotel | 17% |\n| Eating Place | 17% |\n| Retail | 14% |\n| Doctors | 6% |" }, "classification": { "predictions": [ { "confidence": 0.999957799911499, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 2.59659700532211e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 5.955138931312831e-06, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 3.3482042454124894e-06, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 1.5040906191643444e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 1.4766877711736015e-06, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 1.293366381105443e-06, "created_by": 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4.466096825694876e-08, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 3.318231378557357e-08, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 2.7246496614452553e-08, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 1.610537125884548e-08, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.0664265026605335e-08, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 7.330218210199746e-09, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 3.795417757856967e-09, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.713429509386799e-09, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 1.595003573662268e-09, "created_by": "DocumentPictureClassifier", 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" 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The Y-axis represents numerical values from 0 to 600. The bars are segmented by color, corresponding to the legend at the bottom: Bridge (orange), Bridge Off-Balance Sheet (grey), Construction (dark red), Freddie Mac (green), SBA (yellow), USDA (dark blue), and Working Capital (light pink). 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" 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" 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" 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" 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A waterfall chart showing the transition of GAAP BVPS from Q4'25 to Q1'26. The chart starts with a solid orange bar at $8.79 representing Q4'25 GAAP BVPS. It then shows a series of descending light orange floating bars representing deductions: CECL and Valuation Allowance ($(0.47)), Losses from loan sales ($(0.42)), Losses from operations ($(0.36)), and Other ($(0.11)). The chart concludes with a solid orange bar at $7.43 representing Q1'26 GAAP BVPS.\n\n| Category | Value |\n| --- | --- |\n| Q4'25 GAAP BVPS | $8.79 |\n| CECL and Valuation Allowance | $(0.47) |\n| Losses from loan sales | $(0.42) |\n| Losses from operations | $(0.36) |\n| Other | $(0.11) |\n| Q1'26 GAAP BVPS | $7.43 |" }, "classification": { "predictions": [ { "confidence": 0.9996200799942017, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.00025457149604335427, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.00010324948380002752, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 7.407727480313042e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 7.027314495644532e-06, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 2.0369968751765555e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 1.8291123069502646e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.0044466307590483e-06, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 6.647964596595557e-07, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 4.79088953397877e-07, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 4.782494897881406e-07, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 3.4635306178643077e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 2.832753125403542e-07, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 2.0507788178747433e-07, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 1.2629290324639442e-07, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 4.0725431915689114e-08, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 3.8968767768210455e-08, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 3.680253612969864e-08, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 3.317540731018198e-08, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 1.181575282060976e-08, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 1.1222640594610311e-08, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 8.18137912972361e-09, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 7.70692043516874e-09, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { 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" 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents a stacked bar chart comparing Debt Balance ($ in millions) and Leverage Ratio across five categories of debt. The chart consists of two parallel vertical bars, each segmented into five color-coded blocks representing different debt types: PPPLF (yellow), Securitized Debt Obligations (green), Non-Recourse Secured Borrowings (red), Recourse Secured Borrowings (dark blue), and Corporate Debt (orange). A red dashed box surrounds the bottom two categories: Recourse Secured Borrowings and Corporate Debt.\n\n| Category | Debt Balance ($ in millions) | Leverage Ratio |\n| --- | --- | --- |\n| PPPLF | $4 | 0.0x |\n| Securitized Debt Obligations | $527 | 0.4x |\n| Non-Recourse Secured Borrowings | $1,128 | 0.8x |\n| Recourse Secured Borrowings | $1,193 | 0.9x |\n| Corporate Debt | $1,261 | 0.9x |" }, "classification": { "predictions": [ { "confidence": 0.7920482158660889, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.10164403915405273, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.0408790148794651, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.027641920372843742, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.021662326529622078, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { 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"class_name": "chemistry_structure" }, { "confidence": 0.00022359084687195718, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.00019193548359908164, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 0.00016563604003749788, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 0.00012606549717020243, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 9.940138988895342e-05, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 7.861422636779025e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 5.6774395488901064e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 5.581929872278124e-05, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 3.8188645703485236e-05, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 3.375275628059171e-05, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 2.5377379643032327e-05, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 6.298023436102085e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" } ] }, "quber__figure_job_id": "parse-01m1xzgarj5p8rtwfy35x52q85", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ] }, "label": "picture", "prov": [ { "page_no": 14, "bbox": { "l": 46.397056579589844, "t": 517.9139556884766, "r": 396.2423095703125, "b": 38.10723876953125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 350.0, "height": 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" 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" 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" 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oQCJGQF27RsnjYzxW6aIjx/MXv4qPETRr/wcI/uANZteX3nzl1vbV0fWyMGkJ2792x+bceqjPQmjRIJaohQK1EffvJZ6pz5i+am3tmlM4CL2Tljp0y/lHMpZdL4AX37aECoRQQQVPMFAk88/ULzJklzUmcogUCDqKIhFIBQhCgpLCkZM3lqu9ZtkyeMBvDBkWPzFi1duXBuh/ZtAeQXXB01eUZ+fl5cTISmQFvFJSVNmzebM31a/Tq1AExKme3xetdnLlNCEiLiDwSGvzCubetWyRPHANCkEjn22eepaekZ89M63XoLgGmz5l+5krt2xZKwMCcgF7Oyxk2dOXRQ/4F9+xBaqABQ8E8CAhCSACxSiQYVtGbIA3FA2XVFjrhqgGaoJMuMqM+gJ3TtJ1vdW0NXf7RKLjqbPhAqvkQdNGq30iU5ygxT4bVCFQWGLQp2J/3Fhj1alKIIqERwPZLT09KzL+c+8+SwDZu3FRYXp06Z2OGWNk6Hg5qiZOeuvRkrM19dv84d5gQpAEm73VYrPl6JEiWbt+1YvXHTX/58R634eCXIysk9euyzudMn9+nZA8DOPXs3vfbmqoz0pkmJIDWgQIh6a8+769ZvXJaR3r51S2qKkgXLMk+cPLlm2aLa8fGoQkDwTyGtJ06b6SuvWLNiic1QBCACEJpQSkjCEjGPfvrZizPSOt7SrnHjJFiWt8K/e++7Tz8xeOzIZ5UgP//qyBenRUdFdrr1FiukRaR+3TpdOt1WMz4W1BA1KWW2x+tdn7lMCQANKH8gMHzk+HatWkydOIYgoEDOX7py174DfR560O1wQKlTP54+c/pM5pIFnTu2B3AhO2vclNShg/oP6tsbJETwG+IXAhIQkgA0IbAIRV9x+dm/hTX5s4YVvPyts2EX+gtD+d8bCX8Sf7kuuazqtqW/hP4iW3QzqzjL8nvN2q1C+T9KsMysf5u/4Kxoba/bvvyno8oZ5U5oTwBiCK5HgtNnzS8tL8tcsujUD2dfTEm99647Jo0brZSQUEp27tq7NDPzyMH9LrsN19FaK6WKS7zjp8+8kpNXq1ZcSFNpbTPVhZy8ti2bL02f43DYd+7eu2nbG5mLFzRplAhqCADlCwQmp8wuLi5avXxxTGQENUXJ8rXrT3z9Tebi9BpRUfgjm1/f8dLLGzety2zTqrkmKFCkiJSVlRuGcjntGpI6P+PYp58n1E/QVhACU5nFXk8wFHhj4/qY6Mj8/PxRE5N79uj+1OOP4TrUIRGBGJNSZnu83vWZy5QA0IDyBwLDR45v16rl1IljAAJyJa/g6dETbKYZEeGmJgHDUBcuZD/0YPdpk0YL5EJ21rgpqUMG9R/ctzd+j6SIaFKJCElU0aRAAwyWlv/0N3ejPwUristPvhPTdYTv7OGKo8sjBrxknfug4h8bYx7fUH7indCFY2GPLAt8+brvyo/xw7YUfrhCKoqjBqwp/+GgoRHRfmDZuY9UeA1nnQ6wKIoiCtexyBmz53tKS1ctmm/azLd371u8at2ksSMHPtKT1CLqrXf2LFu9+siB/S6HDdchtYj6+PMT02enpSVPbd++rUUtgCnqvQ+Prlu/adXi9PZtW721e/err+1Ys2xxUoP6qFZaUbnl9R1bX3tj0rjRgx7tTRKgiFqxZv3xr79elZEeGxONP3IxK2vk5OlxsbHzZk5pUK8eqhUUlSxZsapWXNz4MSNzrlwZ8dyowQP69X24Ny0tCoYYp77/Ydqcucnjx/Tq8UBefsGoick9H7xv+BNDQEAAEACJKiIyMWWWx1v68qolphL8Qvx+//CRE9q1bjF14lhUe/OvezZt3Z4+a1qTxkmWhggE3PrGzl3v7t+5bWN8jRrns7LHT5nxxJBBAx7uid+zLOvUt9+VeEqbNW0kJAGQQdDQDAaLfrJF1FWOKCIEHaQ4WXE1UHDWXq9DIOtY4PThiD8/W35sTeDCp+5HM5F/2l90OeLuMaGiHOqQo3ZbaksUAAPQwaKLcEbb3PEARQz8E2GR02bP9XpLVy9ZYJqGZeklqze8+957C9Nmdu3SGcCOd/bMzVj6/NNPOUxTgxBFzQi3q0/PB91ud0raguyLWZvWrnC6XAABAVDs8fQf8tRDPbpPGv3823v2rFjzSq8H7o+Niw1aLC0p+vLk11mXcoYMHPDCM0/ZTYP4hYgszXzpxMlvVi9dGBsTjT9AQI78/fM56YvspurV44EGdetfLby2/9Dh/PyryRPH93mo+yvb3nj7r7teWpGRlJiI3/iDoZETpihD1ixZWFzieW7s5F4P3j/if4aSFBFUIyAgIOOTZ3q83lcylxuG4Bfi9/uffH5cu9Ytp00eB6CsrHzslOk1YmIy5qUqEfzmux9OvzBh6qgRTw4e0Pd8VvbYydMSGzZo37a1pTUgAIW4p9ud9evV3bh5C5XZvFlTIQlAkxSgouDqe2nhHfq7E7sUf7rSXrOVu3kvf95XyhllxiTBKlMwtXJpXwEry8zIRBgh6iCUG6EKf963jrgWllXu+WRdRIdBtrjGBbumhrfp6W75IAABQAFAgVBrzcyXN5ZVVE6dMFoZhgBer2d+xnIxbDMmj4+IcH9w5OPM9ZsMEVATQhFaVs24GovSUg1DpcyZf+9d3fr37aU1RUgoCITW+s2vnz59JmP+7E8++8e6zduDvkqLhEi405aUmPRgjwduv/UWm6FIEJBqr7351+/OnEmeMCY6MgJ/hBqi8O0PP+7YtefTvx8v9hRHut0dO3QYOmhAx/ZtA37fguWZ4e6IcaOeNQ0hRUFDCBjv7j+w7/1DKS9OiooIn7tw6Z13dOnb+yEQ1TQEVUiIqMWr1paXV8ycMtFQAgEggUAgNX1xs0ZJw4cNAXDm7E8ZK9c+/tjAe+78E7SGAAJQAsHg3MWrwuzmlIlj8gquZqxYnXXpMrRFUahCCq3xo5//c9c79r57wFNW1qZlCyEJwNIaUKJCKM5CWCzEVnJ0qaN2a3vz7p4dTxm12kTfO97zXgo1onrOD+Z9w8Jse/Oegexj5cfWRfScK4Yjf/uo2N4zzdotSz9a4e74mK1uR+25IK5oOGoItQiFBmFpUQarIGBZIGymIaIAiCBkWX5/wOmwK6VClhWyLCWC37OZJslAMGi326UKfiUQgtBkwO93OBxa65ClRVCFhAhsNpsSQRWS+IWIkAyFLE1tM20iEBH8P0gAFBFNlFdUVFZWupxOl8tlGgqAtqxAMGSYhs00CYIiIISkEAz4A6ZpKsMIBoKGoUzDxP9FCKqQIBAKBgExTUMEIkIIyEAwKCI20wRgWVYwZDkcdoVqgl9QIAgGQ5YVcjgcJIMhCyCuQ8I0DUOpQCBYxeVyCkkAFjV9xeUnXnW17KPimjJYZgCiwggrmPu5csQY0fWK3nxWJBTdO6N857PB80ddT/4VgbKKg+nhfTPtCZ18OccdtduLu4ZY5TpkiRkmQOnJN201GtobdVPQoAi0higoCG76/4YkABEhKSQBaMAqv1zyfnrk7c+YtVt497+ozLDw7mm6LNcqOm+v31mMcPqvklocEZWfvKSvfOW4d4qKbYaKa8oVp5XdKjwrFaVmvfaBrGNlRzMjuk+z1elQfGSxrWbziHYDAGpAQYMCKBH81yGJ64gI/kuQBEBSqpAEqCuLYdqpTMBGCZV+vMowzfAuz5cfW1b5ybrIYa+ZNZpUfLHeVq+DvXkfBIrFVyYRdaySy/6vtqp6tzgadyvd8Uyw5FL0U29bxXmlJ7ZGdH3GVrMtQhWAQqhCzDAqO5QSUiAQwU03gpBEyFe4tZ+j3WNhtw1FyGeV5hnOcNgjRdn9Px30nTkUfteoUM63ge392PrR8IfXVByeZeWcDOuzJOTN828brNo9Gt5vXeXXb4UqrkV2HSO2SFpluqyAzmibI9Zf9LNnX7K70xPOVn0UtIAUJRDcdCMISehg2ccLzYQ/OxvfHbxyyvPOGMftT7pue0oCZdqbbUTUFEesVZLtP/6KkdDJiL/Ft/1hK/cb+4DN9sbd/F9sUQkdbM0eUgxp70UYbiOygXXtbNnu8ZLUNfLe5FBZfuXx7fYmd9nrdxIIBAQUbroxhCQATQuAwLCu/ujdP8XRYbDrlsfKvtwa+GhhWLdJzs5P05tvlWYZ8S0Mw1X+w55A4bnwDsOMiDq66LRmyIhrpQvPl78zAu664X3XMeCtPJCsGnQJv2O0hhJqiCYMEQVAcNMNIyQBWJoCCAhaVqBUbG5lmt7jrwYPz3PdM8XV6YmKA8n8bo9xb4qz07O66AzK84w6t4eKLwX3PBvyV9j7bTBs7vI3h0l4XXe/l1R4TcvnMQ0TppuoogUglFTBTTeSkARArQENUYRSApIgGarQxeclpiEg3l0jcGq344HZ9raDy3c8w4JT9j7pZt3OFa/305W+sCHb7Yl36uKzUE6JrK8AiAkCIFGFAoEIAMFNN5KQBEBqLQCUogZAEFAUKIiGVpYECk6FCr5zNvlLyJOnt/VWxZdD981w3j3dn31EBYL2pLvFHkGBgNCK0CKoogEBRAAowU03npAEQBK/Eg0qVNMiihoAIb8ACDBYHvp6q1Vwxnb7M0ZcawACkBoQAAISAkAAogoBBSEAwa8EN904/wd273rVzcItkQAAAABJRU5ErkJggg==" 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" 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" 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" 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oQCJGQF27RsnjYzxW6aIjx/MXv4qPETRr/wcI/uANZteX3nzl1vbV0fWyMGkJ2792x+bceqjPQmjRIJaohQK1EffvJZ6pz5i+am3tmlM4CL2Tljp0y/lHMpZdL4AX37aECoRQQQVPMFAk88/ULzJklzUmcogUCDqKIhFIBQhCgpLCkZM3lqu9ZtkyeMBvDBkWPzFi1duXBuh/ZtAeQXXB01eUZ+fl5cTISmQFvFJSVNmzebM31a/Tq1AExKme3xetdnLlNCEiLiDwSGvzCubetWyRPHANCkEjn22eepaekZ89M63XoLgGmz5l+5krt2xZKwMCcgF7Oyxk2dOXRQ/4F9+xBaqABQ8E8CAhCSACxSiQYVtGbIA3FA2XVFjrhqgGaoJMuMqM+gJ3TtJ1vdW0NXf7RKLjqbPhAqvkQdNGq30iU5ygxT4bVCFQWGLQp2J/3Fhj1alKIIqERwPZLT09KzL+c+8+SwDZu3FRYXp06Z2OGWNk6Hg5qiZOeuvRkrM19dv84d5gQpAEm73VYrPl6JEiWbt+1YvXHTX/58R634eCXIysk9euyzudMn9+nZA8DOPXs3vfbmqoz0pkmJIDWgQIh6a8+769ZvXJaR3r51S2qKkgXLMk+cPLlm2aLa8fGoQkDwTyGtJ06b6SuvWLNiic1QBCACEJpQSkjCEjGPfvrZizPSOt7SrnHjJFiWt8K/e++7Tz8xeOzIZ5UgP//qyBenRUdFdrr1FiukRaR+3TpdOt1WMz4W1BA1KWW2x+tdn7lMCQANKH8gMHzk+HatWkydOIYgoEDOX7py174DfR560O1wQKlTP54+c/pM5pIFnTu2B3AhO2vclNShg/oP6tsbJETwG+IXAhIQkgA0IbAIRV9x+dm/hTX5s4YVvPyts2EX+gtD+d8bCX8Sf7kuuazqtqW/hP4iW3QzqzjL8nvN2q1C+T9KsMysf5u/4Kxoba/bvvyno8oZ5U5oTwBiCK5HgtNnzS8tL8tcsujUD2dfTEm99647Jo0brZSQUEp27tq7NDPzyMH9LrsN19FaK6WKS7zjp8+8kpNXq1ZcSFNpbTPVhZy8ti2bL02f43DYd+7eu2nbG5mLFzRplAhqCADlCwQmp8wuLi5avXxxTGQENUXJ8rXrT3z9Tebi9BpRUfgjm1/f8dLLGzety2zTqrkmKFCkiJSVlRuGcjntGpI6P+PYp58n1E/QVhACU5nFXk8wFHhj4/qY6Mj8/PxRE5N79uj+1OOP4TrUIRGBGJNSZnu83vWZy5QA0IDyBwLDR45v16rl1IljAAJyJa/g6dETbKYZEeGmJgHDUBcuZD/0YPdpk0YL5EJ21rgpqUMG9R/ctzd+j6SIaFKJCElU0aRAAwyWlv/0N3ejPwUristPvhPTdYTv7OGKo8sjBrxknfug4h8bYx7fUH7indCFY2GPLAt8+brvyo/xw7YUfrhCKoqjBqwp/+GgoRHRfmDZuY9UeA1nnQ6wKIoiCtexyBmz53tKS1ctmm/azLd371u8at2ksSMHPtKT1CLqrXf2LFu9+siB/S6HDdchtYj6+PMT02enpSVPbd++rUUtgCnqvQ+Prlu/adXi9PZtW721e/err+1Ys2xxUoP6qFZaUbnl9R1bX3tj0rjRgx7tTRKgiFqxZv3xr79elZEeGxONP3IxK2vk5OlxsbHzZk5pUK8eqhUUlSxZsapWXNz4MSNzrlwZ8dyowQP69X24Ny0tCoYYp77/Ydqcucnjx/Tq8UBefsGoick9H7xv+BNDQEAAEACJKiIyMWWWx1v68qolphL8Qvx+//CRE9q1bjF14lhUe/OvezZt3Z4+a1qTxkmWhggE3PrGzl3v7t+5bWN8jRrns7LHT5nxxJBBAx7uid+zLOvUt9+VeEqbNW0kJAGQQdDQDAaLfrJF1FWOKCIEHaQ4WXE1UHDWXq9DIOtY4PThiD8/W35sTeDCp+5HM5F/2l90OeLuMaGiHOqQo3ZbaksUAAPQwaKLcEbb3PEARQz8E2GR02bP9XpLVy9ZYJqGZeklqze8+957C9Nmdu3SGcCOd/bMzVj6/NNPOUxTgxBFzQi3q0/PB91ud0raguyLWZvWrnC6XAABAVDs8fQf8tRDPbpPGv3823v2rFjzSq8H7o+Niw1aLC0p+vLk11mXcoYMHPDCM0/ZTYP4hYgszXzpxMlvVi9dGBsTjT9AQI78/fM56YvspurV44EGdetfLby2/9Dh/PyryRPH93mo+yvb3nj7r7teWpGRlJiI3/iDoZETpihD1ixZWFzieW7s5F4P3j/if4aSFBFUIyAgIOOTZ3q83lcylxuG4Bfi9/uffH5cu9Ytp00eB6CsrHzslOk1YmIy5qUqEfzmux9OvzBh6qgRTw4e0Pd8VvbYydMSGzZo37a1pTUgAIW4p9ud9evV3bh5C5XZvFlTIQlAkxSgouDqe2nhHfq7E7sUf7rSXrOVu3kvf95XyhllxiTBKlMwtXJpXwEry8zIRBgh6iCUG6EKf963jrgWllXu+WRdRIdBtrjGBbumhrfp6W75IAABQAFAgVBrzcyXN5ZVVE6dMFoZhgBer2d+xnIxbDMmj4+IcH9w5OPM9ZsMEVATQhFaVs24GovSUg1DpcyZf+9d3fr37aU1RUgoCITW+s2vnz59JmP+7E8++8e6zduDvkqLhEi405aUmPRgjwduv/UWm6FIEJBqr7351+/OnEmeMCY6MgJ/hBqi8O0PP+7YtefTvx8v9hRHut0dO3QYOmhAx/ZtA37fguWZ4e6IcaOeNQ0hRUFDCBjv7j+w7/1DKS9OiooIn7tw6Z13dOnb+yEQ1TQEVUiIqMWr1paXV8ycMtFQAgEggUAgNX1xs0ZJw4cNAXDm7E8ZK9c+/tjAe+78E7SGAAJQAsHg3MWrwuzmlIlj8gquZqxYnXXpMrRFUahCCq3xo5//c9c79r57wFNW1qZlCyEJwNIaUKJCKM5CWCzEVnJ0qaN2a3vz7p4dTxm12kTfO97zXgo1onrOD+Z9w8Jse/Oegexj5cfWRfScK4Yjf/uo2N4zzdotSz9a4e74mK1uR+25IK5oOGoItQiFBmFpUQarIGBZIGymIaIAiCBkWX5/wOmwK6VClhWyLCWC37OZJslAMGi326UKfiUQgtBkwO93OBxa65ClRVCFhAhsNpsSQRWS+IWIkAyFLE1tM20iEBH8P0gAFBFNlFdUVFZWupxOl8tlGgqAtqxAMGSYhs00CYIiIISkEAz4A6ZpKsMIBoKGoUzDxP9FCKqQIBAKBgExTUMEIkIIyEAwKCI20wRgWVYwZDkcdoVqgl9QIAgGQ5YVcjgcJIMhCyCuQ8I0DUOpQCBYxeVyCkkAFjV9xeUnXnW17KPimjJYZgCiwggrmPu5csQY0fWK3nxWJBTdO6N857PB80ddT/4VgbKKg+nhfTPtCZ18OccdtduLu4ZY5TpkiRkmQOnJN201GtobdVPQoAi0higoCG76/4YkABEhKSQBaMAqv1zyfnrk7c+YtVt497+ozLDw7mm6LNcqOm+v31mMcPqvklocEZWfvKSvfOW4d4qKbYaKa8oVp5XdKjwrFaVmvfaBrGNlRzMjuk+z1elQfGSxrWbziHYDAGpAQYMCKBH81yGJ64gI/kuQBEBSqpAEqCuLYdqpTMBGCZV+vMowzfAuz5cfW1b5ybrIYa+ZNZpUfLHeVq+DvXkfBIrFVyYRdaySy/6vtqp6tzgadyvd8Uyw5FL0U29bxXmlJ7ZGdH3GVrMtQhWAQqhCzDAqO5QSUiAQwU03gpBEyFe4tZ+j3WNhtw1FyGeV5hnOcNgjRdn9Px30nTkUfteoUM63ge392PrR8IfXVByeZeWcDOuzJOTN828brNo9Gt5vXeXXb4UqrkV2HSO2SFpluqyAzmibI9Zf9LNnX7K70xPOVn0UtIAUJRDcdCMISehg2ccLzYQ/OxvfHbxyyvPOGMftT7pue0oCZdqbbUTUFEesVZLtP/6KkdDJiL/Ft/1hK/cb+4DN9sbd/F9sUQkdbM0eUgxp70UYbiOygXXtbNnu8ZLUNfLe5FBZfuXx7fYmd9nrdxIIBAQUbroxhCQATQuAwLCu/ujdP8XRYbDrlsfKvtwa+GhhWLdJzs5P05tvlWYZ8S0Mw1X+w55A4bnwDsOMiDq66LRmyIhrpQvPl78zAu664X3XMeCtPJCsGnQJv2O0hhJqiCYMEQVAcNMNIyQBWJoCCAhaVqBUbG5lmt7jrwYPz3PdM8XV6YmKA8n8bo9xb4qz07O66AzK84w6t4eKLwX3PBvyV9j7bTBs7vI3h0l4XXe/l1R4TcvnMQ0TppuoogUglFTBTTeSkARArQENUYRSApIgGarQxeclpiEg3l0jcGq344HZ9raDy3c8w4JT9j7pZt3OFa/305W+sCHb7Yl36uKzUE6JrK8AiAkCIFGFAoEIAMFNN5KQBEBqLQCUogZAEFAUKIiGVpYECk6FCr5zNvlLyJOnt/VWxZdD981w3j3dn31EBYL2pLvFHkGBgNCK0CKoogEBRAAowU03npAEQBK/Eg0qVNMiihoAIb8ACDBYHvp6q1Vwxnb7M0ZcawACkBoQAAISAkAAogoBBSEAwa8EN904/wd273rVzcItkQAAAABJRU5ErkJggg==" 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" 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" 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"#/tables/0", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "table", "prov": [ { "page_no": 3, "bbox": { "l": 38.9700813293457, "t": 479.54200744628906, "r": 747.1133422851562, "b": 69.37335205078125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "data": { "table_cells": [ { "bbox": { "l": 215.59, "t": 140.67444166, "r": 615.3819800000001, "b": 219.27079320826584, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 0, "end_row_offset_idx": 1, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25a0 Net loss 1 of $(1.25) per common share \u25a0 Distributable losses 2 of $(1.00) per common share \u25a0 Distributable losses before realized losses 3 of $(0.33) per common share \u25a0 Declared dividend of $0.01 per common share", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 85.47, "t": 174.69048778, "r": 164.93900000000002, "b": 186.0804975648129, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 0, "end_row_offset_idx": 1, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "Performance", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 214.94, "t": 253.6801464, "r": 739.6840100000003, "b": 323.48078320826585, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 1, "end_row_offset_idx": 2, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25a0 Total loan portfolio of $4.5 billion \u25a0 Total loan originations 4 of $464.3 million including $287.6 million of LMM commercial real estate loans, $110.0 million of SBA 7(a) loans and $28.5 million of USDA loans \u25a0 Loan repayments of $410 million and sales of $1.0 billion", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 81.15, "t": 282.82049778, "r": 169.26400000000004, "b": 294.2105075648129, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 1, "end_row_offset_idx": 2, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "Loan Portfolio", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 82.9, "t": 393.38049778000004, "r": 167.41300000000004, "b": 404.77050756481293, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 2, "end_row_offset_idx": 3, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "Capitalization", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 214.94, "t": 383.00015640000004, "r": 536.74201, "b": 416.0007732082658, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 2, "end_row_offset_idx": 3, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25a0 Book value per share of $7.43 \u25a0 Total leverage of 3.0x and recourse leverage ratio 6 of 1.8x", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 72.43, "t": 491.94051778, "r": 177.89900000000003, "b": 503.33052756481294, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 3, "end_row_offset_idx": 4, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "Business Update", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 214.94, "t": 455.67016639999997, "r": 738.284000000001, "b": 539.8707732082657, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 3, "end_row_offset_idx": 4, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25a0 Completed the sale of 48 loans totaling $1.0 billion in unpaid principal balance for net proceeds of $177 million after financing paydowns \u25a0 Collapsed the last remaining CLOs, RCMF 2021-FL7, RCMF 2023-FL11 and RCMF 2023-FL12 \u25a0 Retired the outstanding 5.75% Senior Unsecured Notes in February 2026 and 6.20% Senior Unsecured Notes in April 2026", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], "num_rows": 4, "num_cols": 2, "orientation": "rot_0", "grid": [ [ { "bbox": { "l": 85.47, "t": 174.69048778, "r": 164.93900000000002, "b": 186.0804975648129, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 0, "end_row_offset_idx": 1, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "Performance", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 215.59, "t": 140.67444166, "r": 615.3819800000001, "b": 219.27079320826584, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 0, "end_row_offset_idx": 1, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25a0 Net loss 1 of $(1.25) per common share \u25a0 Distributable losses 2 of $(1.00) per common share \u25a0 Distributable losses before realized losses 3 of $(0.33) per common share \u25a0 Declared dividend of $0.01 per common share", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "bbox": { "l": 81.15, "t": 282.82049778, "r": 169.26400000000004, "b": 294.2105075648129, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 1, "end_row_offset_idx": 2, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "Loan Portfolio", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 214.94, "t": 253.6801464, "r": 739.6840100000003, "b": 323.48078320826585, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 1, "end_row_offset_idx": 2, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25a0 Total loan portfolio of $4.5 billion \u25a0 Total loan originations 4 of $464.3 million including $287.6 million of LMM commercial real estate loans, $110.0 million of SBA 7(a) loans and $28.5 million of USDA loans \u25a0 Loan repayments of $410 million and sales of $1.0 billion", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "bbox": { "l": 82.9, "t": 393.38049778000004, "r": 167.41300000000004, "b": 404.77050756481293, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 2, "end_row_offset_idx": 3, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "Capitalization", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 214.94, "t": 383.00015640000004, "r": 536.74201, "b": 416.0007732082658, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 2, "end_row_offset_idx": 3, "start_col_offset_idx": 1, "end_col_offset_idx": 2, "text": "\u25a0 Book value per share of $7.43 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2021-FL7, RCMF 2023-FL11 and RCMF 2023-FL12 \u25a0 Retired the outstanding 5.75% Senior Unsecured Notes in February 2026 and 6.20% Senior Unsecured Notes in April 2026", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ] ] }, "annotations": [] }, { "self_ref": "#/tables/1", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "quber__table_id": "1fca22a30fa3f097-p4-t1", "quber__content_fingerprint": "9c1e69bf" }, "label": "table", "prov": [ { "page_no": 4, "bbox": { "l": 30.126604080200195, "t": 473.9098815917969, "r": 768.8397216796875, "b": 391.2735595703125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [ { "$ref": "#/texts/184" } ], "references": [], "footnotes": [], "data": { "table_cells": [ { "row_span": 1, "col_span": 1, "start_row_offset_idx": 0, "end_row_offset_idx": 1, "start_col_offset_idx": 0, "end_col_offset_idx": 1, "text": "", "column_header": true, "row_header": false, 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