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LIVE WEBINAR · OCTOBER 21 · 2 PM ET

Build vs. Buy: What It Really Takes to Turn Appraisals Into Intelligence

A practical look at the technology, CRE expertise, and ongoing investment required to turn appraisal documents into decision-ready data.

AI has made extracting information from appraisal reports faster and more accessible, but extraction is only one part of creating a trusted appraisal intelligence capability.

For CRE lenders considering whether to build internally or buy a purpose-built solution, the real decision extends beyond the technology. It includes data standardization, validation, source traceability, CRE-specific logic, workflow integration, governance, ongoing model management, and the resources required to maintain the capability over time.

Join LightBox for a practical discussion on the build-versus-buy decision and what it takes to turn appraisal documents into structured, searchable intelligence. We’ll explore how lenders can make valuation assumptions more visible across their portfolios, reduce manual work, and put appraisal data to work in credit, collateral, portfolio monitoring, and risk workflows. 

Reserve Your Spot

Ready to rethink how your bank puts appraisal data to work?

Join us Wednesday, October 21 at 11:00 a.m. PT / 2:00 p.m. ET to explore the build-versus-buy decision and see how LightBox Fundamentals can help turn appraisal documents into structured, reusable intelligence without the complexity of building and maintaining the capability in-house.

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WHAT YOU'LL LEARN

Look Beyond the Build

Building appraisal data extraction is one thing. Creating a trusted, scalable intelligence capability is another. Explore what CRE lenders should consider when evaluating whether to build internally or rely on a purpose-built solution.

During this live webinar, you'll learn how to:

  • Look beyond document extraction to understand the full technology, workflow, and operating requirements behind appraisal intelligence.
  • Understand what an internal build really requires, including engineering, CRE expertise, validation, governance, integrations, support, and ongoing maintenance. 
  • Turn appraisal documents into decision-ready data with consistent definitions, source traceability, and review workflows.
  • Put appraisal intelligence to work across credit analysis, collateral review, portfolio monitoring, reporting, and other lending workflows.
  • Understand where AI fits and why CRE-specific logic, validation, and human review remain critical to trusted results.
  • See LightBox Fundamentals in action and how it transforms eligible appraisal reports into structured, reusable intelligence.

Meet the Speakers

Hear from two commercial real estate valuation experts as they discuss today's lending challenges, share industry insights, and demonstrate how earlier valuation intelligence is helping lenders make more confident risk decisions.

Rui Lin
Rui Lin
Senior Product Manager,
AI Document Intelligence
Matt Bryan
Matt Bryan
Director, Enterprise Accounts