Release notes

A major infrastructure update delivers significantly faster response times and improved reliability across the platform.
What changed:

• AI search is now powered by native PostgreSQL vector search — faster queries with no external dependencies

• Background jobs (document analysis, report generation) are now more reliable with better retry handling and observability

• Reduced average response time by \~40% for most operations

These are largely invisible improvements, but you should notice the platform feeling snappier and fewer timeouts during heavy analysis tasks.

Upload your policies, procedures, and system documentation — Deep Fathom will automatically analyze them and map them to CMMC controls.
Key capabilities:

• Drag-and-drop document upload (PDF, Word, text)

• Automatic control family identification and mapping

• Gap detection — surfaces controls with insufficient evidence coverage

• Evidence library to organize and track supporting artifacts

This replaces the spreadsheet-and-email approach most organizations use to manage compliance evidence today.

We've launched the Deep Fathom AI Compliance Assistant — ask plain-language questions about CMMC, NIST 800-171, and your organization's specific compliance posture.
What it does:

• Answer questions like "What evidence do I need for AC.L2-3.1.1?" or "Are we ready for a CMMC Level 2 assessment?"

• Ground responses in your actual uploaded policies and evidence — not just generic framework knowledge

• Explain control requirements in plain English, not government-speak

This is the core capability Deep Fathom was built around: making compliance expertise accessible to every DIB contractor, not just those with dedicated GRC teams.