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Make your data searchable.

Ship semantic search with structured filters and consistent fields. Add labels, attribution, versions, and audit when you need it.

For developers, analysts, and consulting teams shipping AI search.

AI search for messy datasets

Combine semantic search with structured filters so teams can find the right records even when the underlying data is inconsistent or evolving.

Search + filters + schemas that can change

Attribution by default

Track where results came from: source record, processing step, and when it was ingested. Built for customer-facing work and internal audits.

Planned: provenance API + ingest batch audit log

Versioning and governance

Add review workflows and quality signals, then manage change with dataset snapshots, diff/rollback, access control, and retention.

Planned: explore + stats + lineage graph