This is a planning framework, not a certification or a deployment-time guarantee. Assign an owner and a reviewable artifact to each gate. Confirm the controls supported by your actual deployment.
Gate 1 / A defined unit of work
- Write the trigger, eligible cases and explicit exclusions.
- Define completion in the system of record.
- Name the business owner and the team responsible for exceptions.
- Record the baseline, success metric and how results will be measured.
Artifact: a signed-off workflow brief with scope and acceptance criteria.
Gate 2 / Approved access and data boundaries
- List the systems, APIs, read operations and write operations required.
- Confirm credentials, permission scopes and how access can be revoked.
- Agree hosting, model access, data residency, retention and deletion requirements.
- Identify personal or sensitive data and confirm the permitted handling.
- Test timeouts, rate limits, unavailable services and duplicate requests.
Artifact: an access and data-flow map reviewed by the appropriate technical and security owners.
Gate 3 / Evaluation against real acceptance criteria
Use representative eligible cases, difficult cases and deliberately invalid requests. Keep the input, expected behavior, actual behavior and reviewer decision together. Agree thresholds before running the release evaluation.
Three example checks
- An unapproved offer: the workflow requests human approval and does not apply the offer. Inspect the rule decision and handoff record.
- A failed system write: the workflow does not claim success. Inspect the tool result, retry or escalation, and the final system state.
- Unsupported information: the workflow asks for clarification or routes to a person. Inspect the source used and the response.
These are illustrative tests, not reported UnleashX evaluation results. Add workflow-specific checks for identity, tool use, policy compliance and outcome accuracy.
Artifact: an evaluation record with unresolved failures, decisions and named reviewers.
Gate 4 / A controlled release and a way back
- Choose a limited production cohort and agree who reviews it.
- Make exceptions visible in a queue with a named owner.
- Define stop conditions for incorrect actions, elevated failures or missing records.
- Document how to pause the workflow, revoke access and return work to people.
- Expand traffic only after reviewing quality, business outcomes and outstanding issues.
Artifact: a rollout plan, monitoring responsibilities and tested recovery procedure.
Estimate time from dependencies
A workflow with approved APIs, current knowledge and an available reviewer has a different implementation path from one requiring new integrations and security review. Separate configuration effort from customer-side approvals and dependencies.
Ask the deployment team for a milestone plan that identifies assumptions, owners and critical dependencies. Treat an unqualified “live in days” claim as incomplete planning information.