Collaboration

Provenance Audit

Tamper-evident hash-linked log of every figure mutation.

Live

Every data import, AI call, edit, comment, review action and export is appended to a hash-linked audit chain. The chain self-verifies — any out-of-band tampering breaks the hash — and exports as a portable JSON that can be attached to regulatory or journal submissions for FAIR-aligned provenance.

Hash chain

Each event embeds the previous event's hash; tampering anywhere breaks verification downstream.

Inputs pinned

Data files, AI model versions and analysis runs are pinned by URI + sha256.

Portable JSON

Export the full chain as a schema-versioned JSON sidecar for any figure.

Who it's for
  • 21 CFR Part 11 evidence
  • Journal source-data requirements
  • Reproducibility audits
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