Generate and validate structured notice JSON for QA

Your loan notice parsing runs produce inconsistent JSON that requires manual fixes and delays accounting ingestion. Receive normalized, schema-validated JSON and exception rows for same-day QA triage.

Generate and validate structured notice JSON for QA

Overview

Stop manual fixes and give your data engineering and ML‑ops leads predictable, schema‑ready JSON from each notice run. The flow returns normalized JSON and exception rows so QA and program managers can triage issues same day before accounting ingestion.

Generate and validate structured notice JSON for QA