Can I use an AI estimate as the project commitment?
Unvalidated model-generated estimateUse the estimate as a hypothesis that helps identify work and uncertainty, not as an independently validated commitment. Compare it with comparable actuals, team capacity, dependencies, and expert input. Record assumptions and a forecast range before the authorized owner commits.
What to do now
- Ask for assumptions and work breakdown
- Compare against relevant historical actuals
- Review dependencies and available capacity
- Approve a justified forecast and range
When to escalate
A consequential commitment relies on an estimate no delivery owner has checked.
The AI service owner and relevant authorized reviewer
Example
An AI estimate omits data cleanup, so the delivery team revises the forecast before promising a date.
Mistake to avoid
Assuming a precise number implies a reliable estimate.
Prevent a repeat
Re-evaluate after changes to models, prompts, tools or source data; keep important decisions accountable to people.
Suggested ApprovedFlow setup
- Tasks
- Documents
- Approvals
Track evaluation and review tasks, and keep approved evidence with the work; do not claim the platform provides an unverified AI agent or automated diagnosis. See the platform
Related cases
- Our AI project plan looks complete but misses approvals. How do we validate it?Incomplete generated work breakdown
- AI writes our status report but sometimes invents progress. How do we stop it?Ungrounded generated reporting
- The estimate includes coding but not testing or rework. How should we revise it?Incomplete work estimate
- Our estimates use outdated rates. What should we update?Stale cost assumptions