A parsing step that doesn't guess
You wire finance files into client workflows — accounting, spreadsheets, internal tools. An LLM that occasionally hallucinates a value is a liability you can't hand to a client's books.
The pain
Ad-hoc parsing breaks the moment a client's export format shifts, and a probabilistic model gives you a different answer on a rerun — so you can't reason about or reproduce a pipeline's output.
How APODEXA helps
- A deterministic REST API you can drop into any workflow.
- A typed response envelope with an explicit
accept/review/rejectdecision. output_hashon every response, so a rerun yields the same validated data with the same hash — easy to diff and pin.- Typed errors and a review queue for anything ambiguous — no silent guessing.
- Run-level provenance with per-row source references, so you can trace results your client questions back to the source.