Newsroom/Product

Autonomous Integrity: is each AI still acting as approved?

Someone approved each AI application once; Autonomous Integrity keeps asking whether that approval still holds.

At a glance
  • Each application rated by its weakest hop, never an average.
  • What a person declared is compared with what acted through Kapālins in the last 30 days.
  • Rebuilt on 20 September 2026 so a large estate can be searched, ranked and exported.

What’s new

Autonomous Integrity checks whether each AI application is still acting as a person approved, and rates the application by its weakest link. On 20 September 2026 it was rebuilt so a large estate can be searched, ranked and exported.

The rebuild added search by application, owner, team or the name of a part, a top-ten view chosen by the question asked, a page of its own for each application, and a report of every application or part that exports to CSV.

The four ways an application can readThe four ways an application can read
The four ways an application can read, from broken to in order. The weakest hop decides which, never an average.

Why it matters

Someone approved each AI application once. Since then a tool may have changed, or a credential been used for something new. Drift alarms speak only when something changes, so Autonomous Integrity counts the whole population first.

How it works

Each application is drawn as a chain. The platform compares what a person declared the application is made of with what acted for it through Kapālins in the last 30 days, and the weakest hop decides the rating, never an average.

Every part is asked six questions: shape, identity, reach, supply chain, behaviour and authority. An application reads as broken, unapproved, holding weakly or in order.

Autonomous Integrity detects nothing itself. It composes readings other parts of the platform compute, such as MCP tool drift, agent-card checks, probe results and the supply-chain register. Where a question applies and nothing answers it, the page names the gap, and a check the organisation’s plan does not hold is shown as not measured, never as sound.

Six questions, asked of every part

ShapeIs it still the thing you approved?
IdentityIs it who it says it is?
ReachCan it reach only what you allowed?
Supply chainWhere did it come from, and is that safe?
BehaviourDoes it do what it should, when tested and in use?
AuthorityWho stands behind it, and are they bounded?

Availability

The weakest-hop rating of each application reached production on 14 September 2026, and the rebuild on 20 September.

Autonomous Integrity is included in Growth, with evidence in Fortress, and is view only or an add-on on Foundation.

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