Keep every consequential action controlled and reconstructable.
Enterprise AI must be able to show what ran, which information it used, what a person approved and whether the record changed afterwards.
Isolate provider access
Provider credentials remain in the gateway rather than in developer tools or agent environments. Model calls are limited to the approved catalogue and pass through the organisation’s access, data and content rules.
Create a record that reveals tampering
The audit log is HMAC-chained, cryptographically linking every step to the one before it. The system can therefore demonstrate whether the record has been altered.
Bind approval to execution
The configuration a person approves is the one that runs. Fields, sources, AI flags, confirmations and overrides remain reconstructable throughout the process.
Refuse when control is missing
Required checks fail closed. Retry limits, spending controls and source-change handling prevent a system from continuing silently when its operating assumptions no longer hold.
Apply the right retention policy
Retention and deletion are configured around the client’s regulatory and operating environment. The record remains available for the period required without turning the audit layer into an uncontrolled store of personal data.