Document AI evaluation

Turn documents into data you can trust

Evaluate extraction, classification, validation, and downstream decisions at field and workflow level. Then monitor performance as document formats, sources, languages, and input quality change.

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All the tools you need to test every field, rule, and downstream decision

Synthetic Datasets

Thousands of test cases and simulated conversations generated from our Simulation Engine or your own product specs and files.

Custom metrics

Define your own scorers, thresholds, and quality criteria, or just let the Galtea Simulation Engine build them automatically from your product specs.

Traces

Plug into the logs and traces you already collect, with no second instrumentation effort.

Versions

Re-run the same test suite automatically on every prompt, model, or pipeline change, so regressions get caught before they ship.

Human reviews

Send the hard or flagged cases to expert reviewers, and use their verdicts to sharpen how quality gets scored over time.

GitHub Actions

Run evaluations automatically on every pull request, so a quality or safety regression is blocked before it reaches production.

Monitors

Monitor your production traffic automatically, automatically surface patterns in production, and what's driving them, before your users feel it.

Keep sensitive documents within your approved environment

ISO 27001 certified

Independently audited security controls across the full platform.

GDPR compliant

Data processing agreements, retention controls, and right-to-erasure built in.

Self-hosting & Private tenant

Deploy in your own cloud or VPC. Your data never leaves your infrastructure.

Premium support

A implementation plan tailored to your stack with a dedicated engineer team.

SSO & MFA

Single sign-on via your existing identity provider, with multi-factor authentication.

Service Level Agreement

Guaranteed response times with escalation paths for production incidents.

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Frequently asked questions

What can Galtea evaluate in document-processing systems?

Assess extraction accuracy, classification, completeness, consistency, confidence, and downstream task performance.

Can I test against different document types?

Yes. Build datasets and scenarios for forms, contracts, reports, claims, invoices, and other document categories.

Can Galtea help identify errors in extracted data?

Yes. Compare outputs against expected results and investigate failures at the document, field, or workflow level.

Can I monitor quality as document inputs change?

Yes. Monitor results over time to detect performance changes caused by new formats, languages, or document types.

Turn documents into data you can trust

All the tools you need to test every field, rule, and downstream decision

Evaluate and monitor document processing across high-stakes workflows

Keep sensitive documents within your approved environment

Frequently asked questions

Learn how teams in regulated industries evaluate document AI with Galtea