As agents take on more real work, “good enough” extraction stops being good enough.
The challenge shifts from simply reading a page to making sure every table, field, decimal, and relationship is accurate enough to trust downstream.
That’s a much higher bar. And that’s what
Bigger chunks ≠ better retrieval. Too much context in one chunk can actually make matching less precise. Smaller, focused chunks usually give your retriever a better shot.
Had a great time at the Hurlburt Field Innovation Expo this week!
Thanks to everyone who stopped by to chat with us about turning complex documents into clean, structured, agent-ready data.
See you at the next one! 🏃
