Identity and access
We define who and what may see, propose, approve or change each part of the operation.
We design identity, permissions, evidence, review, audit and fallback around the consequences of the work. Legal and regulatory requirements are confirmed for each deployment.
We define who and what may see, propose, approve or change each part of the operation.
We map the systems, records, model providers and third-party services involved before production use.
Consequential or uncertain work stops at an explicit decision point with the relevant context attached.
We agree what a correct result looks like, test representative cases and preserve enough history to review behaviour.
The operation needs a safe state when a model, integration or dependency is unavailable or outside its approved bounds.
Monitoring, incident roles, documentation, credentials, support and the path to client operation are part of the scope.
A customer support workflow, a finance approval and a regulated decision do not share the same risk.
We do not treat a provider's certification as proof that the complete system is compliant. The deployment boundary, responsibilities and evidence must be reviewed with the client and the right legal or security owners.
We will define the controls and responsibilities as part of the production scope.
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