AI Production Agent Assurance
Review the evidence needed to operate a specific agent workflow, from release criteria to monitoring, escalation and rollback.
Make operational acceptance visible before the release decision
- Release criterion
- Connect required behaviour to available evidence.
- Monitoring signal
- Define what indicates an adverse operating condition.
- Human escalation
- Name the recipient and the response they must make.
- Rollback condition
- State when to restrict or restore the workflow.
Decision and fit
Make operational acceptance visible before the release decision
Compare the engagement with the decision you face
- A question worth resolving
- Make operational acceptance visible before the release decision.
- An accountable participant
- Release and operational owners deciding whether one agent workflow has sufficient evidence and controls to enter production.
- Inspectable source material
- The relevant owners can make workflow evidence and agreed inputs available for examination.
- A scope mismatch
- The requested result is delegated release approval or a safety guarantee.
The engagement
Review the evidence needed to operate a specific agent workflow, from release criteria to monitoring, escalation and rollback. A release-readiness review joining evaluation evidence with operational controls and accountable decisions.
The decision at stake
A working prototype is approaching production without clear operational acceptance criteria.
Suitable situations
- Release and operational owners deciding whether one agent workflow has sufficient evidence and controls to enter production.
Less suitable situations
- The requested result is delegated release approval or a safety guarantee.
Engagement boundary
Agree the work and its boundaries together
The engagement boundary
- Release criterion
- Review release evidence against the workflow’s operational acceptance criteria.
- Monitoring signal
- The inputs, authorised access and client participants are confirmed before scheduling.
- Operational release owner
- Retains organisational decisions and risk acceptance.
- Additional implementation
- Implementation of missing controls and post-release monitoring are separate work. A material model, tool or operating change can invalidate the reviewed assumptions and trigger another review.
What the work covers
- Review release evidence against the workflow’s operational acceptance criteria.
- Examine monitoring, human escalation, rollback and incident responsibilities.
- Record unresolved conditions and evidence needed for the client’s release decision.
Scope boundaries
- Formal certification, legal conclusions and guarantees of safe or compliant behaviour.
- Implementation or ongoing operation beyond the agreed scope.
- Implementation of missing controls and post-release monitoring are separate work. A material model, tool or operating change can invalidate the reviewed assumptions and trigger another review.
Working sequence
How the work moves from question to handover
What each stage should leave your team with
- Define production acceptance
Release criteria for behaviour, control and recovery.
- Review release evidence
Evidence linked to the candidate deployment version.
- Rehearse operational response
Demonstrable monitoring, escalation and rollback ownership.
- Brief the release decision
An explicit release brief with unresolved conditions.
How the work proceeds
- Define production acceptance. Agree the intended operating scope and the evidence needed for behaviour, authority, oversight and recovery.
- Review release evidence. Trace evaluation findings and unresolved defects to the candidate version and its deployment configuration.
- Rehearse operational response. Walk through monitoring signals, human escalation and rollback with the people responsible for running the workflow.
- Brief the release decision. Present conditions, unresolved risks and accountable follow-up without substituting for the client's authorisation to release.
Decision artefacts
Leave a record the next owner can use
Acceptance record
Illustrative working format
- Subject and version
- Identify the workflow, configuration or proposal examined.
- Release criterion
- Record the relevant requirement and supporting material.
- Human escalation
- State the observation, supporting evidence and remaining uncertainty.
- Operational release owner
- Record the next decision, follow-up and unresolved question.
What the work can produce
- Production evidence assessment
- Monitoring and escalation requirements
- Release conditions and unresolved risks
Worked situation
Follow one situation through to a bounded next decision
Illustrative working situation
Illustrative scenario
- Starting condition
A prototype meets task criteria but has no escalation recipient.
- Question to examine
Review the operational acceptance conditions with the owner.
- Possible next action
Record the unresolved condition in the release evidence brief.
Working together
Your team and our team need a clear working agreement
Who contributes and who decides
- Client sponsor
- Confirms the decision, priorities and people needed to resolve it.
- Client technical or process owner
- Provides the agreed evidence, access and review of findings or deliverables.
- Softlander delivery lead
- Coordinates the agreed activities, review points, handover and open actions.
- Authorised decision-maker
- Accepts deliverables against the agreed criteria and separately decides operational or business action.
What the work depends on
- The release owner supplies the candidate version, evaluation results, monitoring design, incident routes and rollback procedure. Operational teams participate in a walkthrough of an adverse outcome and its recovery path.
Engagement availability
The start date, named delivery roles, review points and fee basis are agreed after confirming the inputs and scope. Duration depends on evidence access, system complexity and the time your decision-makers need to review the work.
Engagement and handover
Agree the delivery model and what completion means
A clear agreement from scope to ownership
- Scoped work
- Review release evidence against the workflow’s operational acceptance criteria.
- Indicative handover
- Production evidence assessment; Monitoring and escalation requirements
- Review and acceptance
- Review the agreed deliverables and record any open items, owners and conditions.
- Ongoing work
- Assign maintenance and operational ownership; agree additional scope and coverage explicitly.
A release-readiness review joining evaluation evidence with operational controls and accountable decisions.
The release brief records satisfied criteria, unresolved conditions, operational ownership and evidence gaps. The client makes the release and risk-acceptance decision; accepting the report is a separate administrative step.
Implementation of missing controls and post-release monitoring are separate work. A material model, tool or operating change can invalidate the reviewed assumptions and trigger another review.