Verifiable by design

Every verdict keeps its receipts.

Mosaic exposes the aggregate query, exact metrics, graph delta, safety controls, mitigation comparison, and governed proposal behind the finding.

Replay guided demo Open current JSON

VerdictLoadingExact aggregate validation

Minimum anonymity--Smallest equivalence class

Graph-only findings--Invisible to table scanning

Raw rows exposed0Agent and UI combined

Current deterministic fixture

research_export_clean

The hosted assessment is recomputed by the same engine on each request. It uses a frozen synthetic population and returns aggregate evidence only.

syntheticaggregate-onlyreview-gated

Risk state: --
Below k=5: --
Downstream assets: --
Recommended action: --

Download assessment JSON Download mitigation JSON

Independent proof tiers

Challenge the mechanism, integration, and claim.

These evidence tiers answer different questions. Their limitations remain attached so a deterministic benchmark is never presented as production accuracy.

Verifying committed proof artifacts...

Merged upstreamDataHub open-source contribution #18705Inspect PR ?

Immutable local history

Retained evidence bundles

Local runs include an ISO timestamp and SHA-256 content digest. The public deployment is read-only, so it may have no retained runs.

Loading retained evidence...

Evidence contract

Readable by judges. Reusable by agents.

01Canonical JSONStable, machine-readable output.

02SHA-256 digestDetects any changed evidence.

03Catalog rereadVerifies approved write-back persisted.