Document Processing & IDP with PostgreSQL

Every extracted field carries a confidence score, and anything below threshold goes to a human queue. That single design choice is what makes document automation safe to trust with money.

PostgreSQL is strongest at it handles far more workload than teams expect, with one operational model. For document processing & idp that matters because the failure modes of this kind of system tend to cluster exactly there.

The honest trade-off: genuine analytical workloads past a certain scale belong in a warehouse. We say that up front because a stack chosen for fashion rather than fit becomes someone's migration project two years later. We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong.

You own the code, the models where they are open-weight, and the documentation to run it without us.