--- title: Blog | Restb.ai - Computer Vision for Real Estate | Real Estate (2) description: Real Estate | Blog about Artificial Intelligence, Image Recognition, Computer Vision, Real Estate, Proptech and more... (2) --- [![Restb.ai Logo Image Recognition Company](https://blog.restb.ai/hs-fs/hubfs/Logo_Restb.ai.png?width=340&name=Logo_Restb.ai.png "Restb.ai Logo Image Recognition Company")](https://restb.ai) - [Blog](https://blog.restb.ai) - [Demo](https://demo.restb.ai/) # RestB.log Artificial Intelligence, Image Recognition, Deep Learning, Technology and more . . . [![How Private Lenders Are Using Restb Lens to Reduce Risk and Move Faster](https://blog.restb.ai/hubfs/How%20Private%20Lenders%20are%20using%20Restb%20Lens.jpg)](https://blog.restb.ai/how-private-lenders-are-using-restb-lens-to-reduce-risk-and-move-faster) #### [How Private Lenders Are Using Restb Lens to Reduce Risk and Move Faster](https://blog.restb.ai/how-private-lenders-are-using-restb-lens-to-reduce-risk-and-move-faster) By: [Vidadi Bakirov](https://blog.restb.ai/author/vidadi-bakirov) on 18 February 2026 Private real estate lenders move fast, but accuracy matters more than speed. Whether underwriting fix-and-flip loans, bridge financing, or short-term investments, lenders need ... [Read More](https://blog.restb.ai/how-private-lenders-are-using-restb-lens-to-reduce-risk-and-move-faster) [![Mitigating DSCR Lending Fraud with Objective Property Intelligence](https://blog.restb.ai/hubfs/Mitigating%20DSCR%20Lending%20Fraud%20with%20Objective%20Property%20Intelligence.jpg)](https://blog.restb.ai/mitigating-dscr-lending-fraud-with-objective-property-intelligence) #### [Mitigating DSCR Lending Fraud with Objective Property Intelligence](https://blog.restb.ai/mitigating-dscr-lending-fraud-with-objective-property-intelligence) By: [Tony Pistilli](https://blog.restb.ai/author/tony-pistilli) on 19 January 2026 Recent reporting on the Baltimore foreclosure crisis has brought renewed attention to a critical vulnerability in DSCR lending, the reliance on valuations and projected income ... [Read More](https://blog.restb.ai/mitigating-dscr-lending-fraud-with-objective-property-intelligence) [![](https://blog.restb.ai/hubfs/AI%20in%20Real%20Estate%20Restb.ai%20Celebrates%2010%20Years%20of%20AI%20Innovation.png)](https://blog.restb.ai/-restb.ai-celebrates-10-years-of-ai-innovation) #### [AI in Real Estate: Restb.ai Celebrates 10 Years of AI Innovation](https://blog.restb.ai/-restb.ai-celebrates-10-years-of-ai-innovation) By: [Maya Makarem](https://blog.restb.ai/author/maya-makarem) on 25 November 2025 For a decade, Restb.ai has led the way in bringing next-generation AI to real estate, helping companies and professionals work smarter, faster, and more efficiently. From humble ... [Read More](https://blog.restb.ai/-restb.ai-celebrates-10-years-of-ai-innovation) [![Valuation reviewer using Property Intelligence to assess property risk](https://blog.restb.ai/hubfs/How%20Valuation%20Reviewers%20Use%20Property%20Intelligence%20to%20Streamline%20Risk%20Assessment.png)](https://blog.restb.ai/valuation-reviewers-property-intelligence-streamline-risk-assessment) #### [How Valuation Reviewers Use Property Intelligence to Streamline Risk Assessment](https://blog.restb.ai/valuation-reviewers-property-intelligence-streamline-risk-assessment) By: [Tony Pistilli](https://blog.restb.ai/author/tony-pistilli) on 15 October 2025 Collateral underwriting often involves balancing speed with accuracy. Reviewing property collateral requires digging into appraisals, photos, and comparables, all while ensuring ... [Read More](https://blog.restb.ai/valuation-reviewers-property-intelligence-streamline-risk-assessment) [![](https://blog.restb.ai/hubfs/White%20Paper%20-%20The%20Impact%20of%20Condition%20and%20Quality%20on%20Appraisal%20Accuracy-3.png)](https://blog.restb.ai/impact-of-condition-and-quality-on-appraisal-accuracy) #### [White Paper: The Impact of Condition and Quality on Appraisal Accuracy](https://blog.restb.ai/impact-of-condition-and-quality-on-appraisal-accuracy) By: [Nathan Brannen](https://blog.restb.ai/author/nathan) on 6 May 2025 The Hidden $27 Billion Lending Risk According to a recent study by Reggora, the average mortgage loan repurchase rate is 0.49% and results in an average cost of $32,288 to the ... [Read More](https://blog.restb.ai/impact-of-condition-and-quality-on-appraisal-accuracy) [![](https://blog.restb.ai/hubfs/Special%20Report%202-Jan-14-2025-12-01-08-0709-PM.png)](https://blog.restb.ai/special-report-kitchens-design-trends-and-market-appeal) #### [Restb.ai Special Report - Kitchens: Design Trends and Market Appeal](https://blog.restb.ai/special-report-kitchens-design-trends-and-market-appeal) By: [Nathan Brannen](https://blog.restb.ai/author/nathan) on 15 January 2025 In this Restb.ai Special Report on Kitchens, we unveil a comprehensive analysis of six years of trends in kitchen design across the U.S, as well as a deeper look at five select ... [Read More](https://blog.restb.ai/special-report-kitchens-design-trends-and-market-appeal) [![](https://blog.restb.ai/hubfs/AVMNews_Eclusive_Interview_with_Nathan_Brannen-1.png)](https://blog.restb.ai/avmnews-nathan-brannen-collateral-valuation-reimagined) #### [Collateral Valuation Reimagined: The Computer Vision Advantage](https://blog.restb.ai/avmnews-nathan-brannen-collateral-valuation-reimagined) By: [Nathan Brannen](https://blog.restb.ai/author/nathan) on 13 January 2025 This month the AVMNews sat down with Nathan Brannen for an Exclusive Interview. For those of you who have not had the pleasure of meeting Nathan, he is the Chief Product Officer ... [Read More](https://blog.restb.ai/avmnews-nathan-brannen-collateral-valuation-reimagined) [![](https://blog.restb.ai/hubfs/Unlocking%20Confidence%20and%20Explainability%20in%20AI%20Condition%20and%20Quality%20Scores-1.png)](https://blog.restb.ai/confidence-and-explainability-in-ai-condition-and-quality-scores) #### [Unlocking Confidence and Explainability in AI Condition and Quality Scores](https://blog.restb.ai/confidence-and-explainability-in-ai-condition-and-quality-scores) By: [Nathan Brannen](https://blog.restb.ai/author/nathan) on 2 October 2024 Proptech is currently experiencing a data revolution. Recent advancements in AI have resulted in unprecedented levels of new information, while insights that were once mere ideas, ... [Read More](https://blog.restb.ai/confidence-and-explainability-in-ai-condition-and-quality-scores) [![](https://blog.restb.ai/hubfs/Special%20Report%201-3.png)](https://blog.restb.ai/special-report-floor-plans-days-on-market) #### [Restb.ai Special Report: Impact of Floor Plans on Days on Market (DOM)](https://blog.restb.ai/special-report-floor-plans-days-on-market) By: [Restb.ai](https://blog.restb.ai/author/restb-ai) on 18 July 2024 Will adding a floor plan to a real estate listing impact its Days on Market? A new Special Report from Restb.ai, the leader in computer vision and AI for real estate, answers that ... [Read More](https://blog.restb.ai/special-report-floor-plans-days-on-market) [![](https://blog.restb.ai/hubfs/How%20AI%20and%20computer%20vision%20in%20the%20MLS%20are%20helping%20agents%20work%20faster%20and%20smarter%2c%20not%20harder-2.png)](https://blog.restb.ai/how-ai-computer-vision-mls-agents-work-faster-smarter) #### [How AI and computer vision in the MLS are helping agents work faster and smarter, not harder](https://blog.restb.ai/how-ai-computer-vision-mls-agents-work-faster-smarter) By: [Dominik Pogorzelski](https://blog.restb.ai/author/dominik-pogorzelski) on 11 April 2024 As a client-centric agent, you benefit from adopting the latest tools and technologies that help you improve your game and keep you one step ahead of the competition. One of the ... [Read More](https://blog.restb.ai/how-ai-computer-vision-mls-agents-work-faster-smarter) [1](https://blog.restb.ai/topic/real-estate/page/1) [2](https://blog.restb.ai/topic/real-estate/page/2) [3](https://blog.restb.ai/topic/real-estate/page/3) [4](https://blog.restb.ai/topic/real-estate/page/4) [5](https://blog.restb.ai/topic/real-estate/page/5) [...](https://blog.restb.ai/topic/real-estate/page/7) [7](https://blog.restb.ai/topic/real-estate/page/7) ### subscribe Please fill in the form below to subscribe to our blog ### blog categories - [Real Estate (63)](https://blog.restb.ai/topic/real-estate) - [Technology (61)](https://blog.restb.ai/topic/technology) - [PropTech (51)](https://blog.restb.ai/topic/proptech) - [Data (25)](https://blog.restb.ai/topic/data) - [Property Intelligence (25)](https://blog.restb.ai/topic/property-intelligence) [![AI for Real Estate Crash Course](https://no-cache.hubspot.com/cta/default/2372710/4d0b0d83-84f9-44e7-a15f-7a2300c46f01.png)](https://cta-redirect.hubspot.com/cta/redirect/2372710/4d0b0d83-84f9-44e7-a15f-7a2300c46f01) © Restb.ai 2025 |  [Terms of Service & Privacy Policy](https://restb.ai/terms-conditions/)  |  [Contact Us](https://restb.ai/company/contact-us/)