Brimma's Blog

Welcome to our Blog, where we share our latest updates and insights.

From Documents to Decisions: Building Trust in Mortgage Data

August 15, 2025
Mortgage automation is only as reliable as the data behind it—yet too many lenders can’t trace key figures back to the exact document or version they came from. Vallia LoanReady Document Intelligence solves this by delivering true data provenance, combining AI-powered extraction with confidence scoring and multi-layered validation to ensure every decision is based on verified, auditable truth.

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Turning AI Doc Chaos Into ROI

July 15, 2025. Eighty-percent document-AI accuracy looks great on a conference slide, but your processors still babysit mis-classified PDFs and re-key stale data—bleeding money while competitors sprint ahead. Discover why the last 20 percent demands dual-layer validation, disciplined labeling, and a closed feedback loop — and how Brimma’s Vallia DocFlow quietly turns that chaos into ROI.

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LLM Are Commodities. So What?

July 14, 2025. Moonshot’s Kimi K2 drop signals that raw LLM firepower is now table stakes; any lender can license a “brain” that codes like Claude and costs pennies. The competitive edge will instead come from feeding these commoditized models proprietary mortgage data and wiring them into disciplined, human-in-the-loop workflows that actually move loans—and margins.

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