← Merix/Insight Ops Pipeline
Try the demo

Insight Ops Pipeline

The operational backbone that keeps evidence clean, current, and safe to rely on — so teams never build on stale or unverified data.

Evidence registry

Know what's in scope, out of scope, and versioned. Every source is tracked with its ingestion status and quality score.

Standard ingestion workflows

Consistent tagging, categorization, and quality checks every time new evidence enters the system.

Refresh and change tracking

When new studies arrive or sources are updated, changes are tracked and flagged — nothing slips through silently.

Quality controls

Automated checks for citation integrity, duplication, and OCR issues before evidence is available to the team.

Want to see this with your data?

Book time