Validate Unstructured Documents Against CRM Data Automatically

The problem

Data 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 does

A 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 for

Data governance, operations, and reporting teams in agencies, media, and document-heavy services firms where document accuracy drives downstream analytics.

Make document review a sub-minute task

See how Domo can stand up an AI-powered document validation workspace tied to your CRM data—built and demoed in under two weeks.

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