Observed arrival · 2026-09-04
Stampwright turns the CMS-1500 into a worked filing demo
An AI compliance agent for extracting source documents, filling regulatory forms, checking them against rules, and producing a file-ready packet.
Field notes
Stampwright describes a document-to-form pipeline in which uploaded intake material and procedure notes are OCR-processed, classified, and linked to individual form values. Its concrete example is a synthetic CMS-1500 dental claim covering Boxes 1–33, with references to ADA, Medicare, and NUCC rules. The page names PDF, CSV, and Excel inputs and says the intended output is a file-ready packet with a cross-check report, but the extract does not verify production filing or rule-mirror performance.
Observed signals
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