Blog | Restb.ai - Computer Vision for Real Estate

UAD Condition Ratings: What C1–C6 Actually Mean

By: Restb.ai on 20 May 2026

Property condition is one of the most consequential, and least understood, dimensions of real estate valuation. Whether you are an appraiser, a lender, an institutional investor, ...

What's Hidden in Your Listing Photos and Why It's Costing Agents Money

By: Dominik Pogorzelski on 5 May 2026

About one in four homes with a water view don't mention it anywhere in the listing. Not in the description. Not in the features. Nothing. The view is clearly visible in the ...

How Private Lenders Are Using Restb Lens to Reduce Risk and Move Faster

By: 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 ...

Mitigating DSCR Lending Fraud with Objective Property Intelligence

By: 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 ...

AI in Real Estate: Restb.ai Celebrates 10 Years of AI Innovation

By: 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 ...

Valuation reviewer using Property Intelligence to assess property risk

How Valuation Reviewers Use Property Intelligence to Streamline Risk Assessment

By: 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 ...

White Paper: The Impact of Condition and Quality on Appraisal Accuracy

By: Nathan Brannen 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 ...

Restb.ai Special Report - Kitchens: Design Trends and Market Appeal

By: Nathan Brannen 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 ...

Collateral Valuation Reimagined: The Computer Vision Advantage

By: Nathan Brannen 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 ...

Unlocking Confidence and Explainability in AI Condition and Quality Scores

By: Nathan Brannen 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, ...

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