Compliance context
Map one record to the questions a reviewer asks.
For an agreed workflow and framework, Arkna can organise observed activity against relevant record-keeping questions, with source references and gaps kept visible.
Open a mapped sample →
Framework crosswalk
Start with what the text asks for.
The review question
How the record can help
Primary source ↗
Examples are practical reading aids. Not legal advice or a compliance determination. Incomplete activity remains incomplete.
Australian context
Regulation supports the case. The record does the work.
APRA asks boards to keep pace with deployment. The practical question is whether the organisation can understand its system before a regulator asks.
See the underlying product →ExpectationAPRA's April 2026 letter described assurance practices as lagging the scale, speed and complexity of AI deployment. It is supervisory context, not a new standalone rule.
CPS 230The operational-risk standard has applied since 1 July 2025. Any statement about later amendments should be tied to the specific instrument and commencement date.
FARAccountability sits with named people. A technical record can support their oversight; it does not replace their judgment or obligations.
Useful testCan the board, risk team and internal audit follow one record of the workflow, instead of reconciling three reports?
Bring the clause
Test it against one real workflow.
We will map which observed events can support the question, which cannot and what remains outside the record.