# Pilot-to-operation readiness and ownership worksheet

AI-assisted editorial draft • Bill Allred review pending • Draft and sources checked 19 October 2026

Original illustrative tool. Complete for the actual workflow; this is not a certification.

## Instructions

For each row, record a named accountable person, evidence, status (ready / conditional / blocked / unknown), and next action. A job title or supplier name alone is insufficient. Agree the release-critical rows before reviewing results. Unknown critical items block expansion until resolved or scope is reduced appropriately. One person may hold several roles if responsibility and capacity are explicit.

## Operating boundary

- Intended service and business outcome:
- Users, business unit, geography, and supported request classes:
- Allowed / prohibited actions:
- Authoritative sources and dependencies:
- Automated verification and limitations:
- Judgment reserved for people:
- Start/stop authority and fallback:
- Current version and proposed release scope:

## Readiness checklist

| Area | Evidence required | Accountable person | Status | Next action |
|---|---|---|---|---|
| Business outcome | Baseline, measure, intended change, measurement owner | | Unknown | |
| Scope | Allowed and prohibited actions written and tested | | Unknown | |
| Verification | Wrong outputs injected; missed errors and false blocks measured | | Unknown | |
| Data | Source ownership, freshness rules, correction route | | Unknown | |
| Access | Appropriate permissions and boundary tests | | Unknown | |
| Integration | Dependency failure and duplicate-action behavior tested | | Unknown | |
| Exceptions | Named queue owner, response expectation, overflow route | | Unknown | |
| Adoption | User practice with accepted, rejected, and escalated examples | | Unknown | |
| Workflow transition | Old steps to retain/retire and approval identified | | Unknown | |
| Support | Users know where to report failures; support can investigate | | Unknown | |
| Monitoring | Each signal has an owner, trigger, and response | | Unknown | |
| Change control | Version record, retest triggers, release authority | | Unknown | |
| Incident response | Stop and recovery drill completed | | Unknown | |
| Cost and capacity | Ongoing operating and exception effort funded | | Unknown | |
| Evidence handling | Logging, access, retention, and deletion responsibilities agreed | | Unknown | |
| Exit | Export, fallback, and retirement responsibilities documented | | Unknown | |

## Ownership matrix

Fill names in the role key, then confirm each responsibility. Proposed assignments below are a starting point, not a claim about an actual organization.

| Responsibility | Accountable role | Performing role | Consulted role | Evidence of acceptance |
|---|---|---|---|---|
| Outcome and authorized scope | Business owner | Operations lead | Technical owner; affected users | |
| Running system and releases | Technical owner | Engineering/support | Business owner; data owner | |
| Source accuracy and changes | Data owner | Source-system team | Operations; technical owner | |
| Daily exceptions | Operations lead | Assigned queue staff | Business owner; specialists | |
| Evaluation and regression set | Technical owner | Evaluation maintainer | Domain reviewer; operations | |
| Access and assurance requirements | Named internal control owner | Relevant technical/control staff | Business owner | |
| Training and workflow adoption | Operations lead | Team supervisors | Users; technical owner | |
| Benefit and cost review | Business owner | Measurement owner | Finance; operations | |
| Stop/restart decision | Named incident authority | Technical and operations leads | Business/control owners as appropriate | |

## Worked hypothetical entry

Service: organize routine maintenance requests; no autonomous emergency dispatch.  
Readiness row: Exceptions.  
Evidence: a test request with an unmatched location enters an exception queue, but nobody receives ownership.  
Status: Blocked.  
Next action: the operations lead assigns queue coverage and tests notification, acknowledgment, and the existing manual fallback.  
Decision: do not expand until that test passes. A correct extraction result does not compensate for an abandoned request.

## Monitoring-to-action record

| Signal | Definition / trigger to set | Owner | Response / fallback | Evidence to retain |
|---|---|---|---|---|
| Verification failure | Failed checks / attempted cases, by segment | | Hold affected results; inspect pattern | |
| Missed error | Independently found wrong result that passed checks | | Assess impact; narrow/stop if required | |
| Backlog | Unresolved exceptions and age | | Reallocate or revert intake as agreed | |
| Dependency outage | Required source unavailable | | Use tested fallback | |
| Unapproved action/access | Any confirmed boundary violation | | Stop affected capability; investigate | |
| User workarounds | Repeated manual duplication or off-process work | | Repair workflow/training | |
| Business value | Outcome, quality, effort, and cost versus baseline | | Expand, repair, or retire | |

## Release and continuing review

- Decision: operate within scope / narrow scope / continue pilot / stop
- Critical unresolved items:
- Residual risks and named accepting owner:
- Ongoing budget and support accepted by:
- Change-triggered review conditions:
- Evidence required before next expansion:
- Decision date and evidence links: