Process owners, real examples, systems and constraints become a current-state map, issue list and agreed outcome.
How it works
From workflow discovery to a governed AI operation.
Every deployment begins with the work itself: how the process operates today, where risk and judgement sit, and what must remain under human control.
Risk appetite, approvals and data boundaries become Agent roles, controls, metrics and a target workflow for approval.
Authorised test access becomes validated connectors, credentials, policies and approved test data.
Subject-matter reviewers assess evaluation results, exceptions and remediation against agreed acceptance criteria.
Named owners and approvers authorise the production workflow, logs, monitoring and operating runbook.
User feedback and business results inform performance reviews and controlled, reviewable changes.
Human control
Approval is designed into the workflow.
High-impact actions can require review. Teams retain the ability to pause, override, correct, escalate or roll back within the agreed deployment design.
Scope agreedBusiness outcome and constraints documented.
Design approvedRoles, access and controls reviewed.
Tests passedAcceptance evidence recorded.
Release authorisedNamed owners approve production use.
Begin with a narrow scope