Case studies

What it finds when it reads everything

Four document sets, four industries, the same run: bulk import, verification, overnight reconciliation, and a signed findings report in the morning. Told the way the buyer lives it.

Medical devices

A technical file grown over four years and many hands.

Audit preparation became a report, not archaeology.

27 contradictions in 412 documents

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Defense

Material that cannot leave the building.

Grounded answers inside a closed network.

Fully offline, zero outbound calls

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Automotive paint

The finish is craft, and the craft lives in people and scattered paper.

Process knowledge that outlives the people who carry it.

24 conflicts across 643 documents

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Engineering teams

Forty near identical datasheets and a wiki nobody trusts.

One corpus that answers with citations.

33 contradictions nobody had named

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