How it works

Five steps, one closed loop.

Probari runs on one engine. Five steps, one signed evidence trail. The same engine powers Change, Audit, Discover, Assisted and Literacy.

1

Design

Decide whether to build, before you build. Discover routes the use case.

2

Implement

Ship the use case with the Pack already written. Engineers work from the AIIA, not against it.

3

Assure

Sign the bundle. Cite every clause. A regulator verifies in 30 seconds.

4

Monitor

Watch the live model. Capture drift, performance and incidents against the baseline.

5

Change

Audit what shifted, or rewrite the Pack. Same engine, same record.

The engine

Four agents. One Pack. Every use case.

Every Change Pack is written by four agents in sequence. A human signs at each gate. Nothing leaves the engine without a cited source.

Agent 01

Change Agent

Writes the Pack. Pulls regulator clauses, sector controls and your internal policy into a 12 to 14 document bundle including the AIIA, Decision Map and PRD.

Agent 02

Compliance Agent

Checks the Pack against the AI Act, UK GDPR, ISO 42001, the relevant sector regulator and your contracts. Flags every gap and every missing citation.

Agent 03

Guardrail Agents

Constrain the writers. Reject unsupported assertions before they reach the Pack. Block edits that would break a manifest signature.

Agent 04

Assurance Agent

Ingests drift signals from the live model. Recommends Change to rewrite the Pack, or Audit to record what changed.

The quality layer

Audit-grade by default.

  • SignedEvery Pack is signed when it leaves Probari. A regulator can verify the bundle is genuine and unchanged in about 30 seconds.
  • CitedEvery claim points to the clause, policy or contract it came from. No source, no claim.
  • TestedEvery release is run against a fixed set of reference Packs before it ships. If the engine drifts, the release does not go out.
  • VersionedEvery Pack, clause and signature is versioned. You can show exactly what was approved, by whom and when.
  • ReproducibleThe same inputs produce the same Pack. Two people running the same use case get the same answer.

Data and hosting

Your data belongs to you.

We never look at your inputs. Nothing you upload trains a model, ours or anyone else's.

Hosting

EU region, daily backups, UK and EU GDPR aligned.

Data handling

Uploads are purged after 90 days. Redact personal data before upload. Never used for training.