Validate Unstructured Documents Against CRM Data Automatically

## The problemData governance and reporting teams spend hours reading PDFs and images, hand-extracting field values, then cross-checking those values against CRM and activity records. The work is slow, error-prone, and creates a hidden drag on every reporting cycle that depends on unstructured inputs.## What this app doesA validation workspace that ingests an unstructured document, extracts the key metadata in seconds, and lays it side-by-side against the matching record. Mismatches surface automatically — the user reviews exceptions instead of doing lookups. A queue model turns ad-hoc reviews into a single, repeatable daily ritual that any department can run.## Key takeaways- AI extraction replaces manual keying from PDFs and images- Auto-comparison highlights match, mismatch, and not-found per field- Review queue makes governance a daily habit, not a quarterly project- One workspace serves multiple departments and reporting workflows## Who it's forData governance, operations, and reporting teams in agencies, media, and document-heavy services firms where document accuracy drives downstream analytics.