Proof

Method before metrics.

Every published number must carry test set size and composition, date, model version and scoring methodology. If it cannot, it is not published. We also do not display logos we do not have.

Method, architecture and disclosed failure modes, not testimonials

Security pack

Architecture diagrams, key-custody statement, audit field list, data-protection controls and the model licence inventory. Shared under NDA before or at the offline demo. Not a marketing PDF of controls we hope to build.

Accuracy benchmarks

This page does not currently carry accuracy figures. When a figure is ready, it will name the test set size and composition, the date, the model version and the scoring method. Until then, the honest statement is: no public number.

Reference architectures

Three published patterns: air-gapped appliance, customer tenancy in-region, bare metal in the customer data centre. Applications attach above the Foundation in all three. Network egress is not required for inference.

Model licence list

Apache 2.0 and MIT only, across vision/OCR, LLM, embeddings and reranking. Named weight files and licence texts are in the security pack so counsel can read them on disk, not in a slide.

Hard-case gallery

  • Stamps, seals and handwriting that OCR under-reads until a human confirms.
  • Tables spanning pages where row association is probabilistic, not certain.
  • Redaction that masks a field while the original binary remains in the audit store.
  • Agent tool calls that halt until an approver in RBAC signs the action.

The full stack on one machine, disconnected from the network.

In your office, on your documents, with the cable pulled out. No competitor's sales engineer can do this.

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