Brimma's Blog

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

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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