Decision inputs
Facts that change the policy answer
Here the tool receives a ticket, acceptance criteria and historical delivery context, while someone ultimately relies on an effort estimate and uncertainty notes. The policy must evaluate the whole path between them.
- 1Task and owner
- Engineering team wants to estimate a software ticket. Name who owns the finished an effort estimate and uncertainty notes; ownership should not disappear because AI helped produce it.
- 2Information involved
- A ticket, acceptance criteria and historical delivery context. Include attachments and connected sources when deciding the highest information classification.
- 3Tool and account
- An approved company account. Treat a new plug-in or connector as a change to the approved setup.
- 4Intended result
- The expected result is an effort estimate and uncertainty notes. Its destination matters: private working material creates a different consequence from a sent, published or automated result.
- 5Consequence if it is wrong
- An estimate can be treated as a commitment despite missing dependencies. The policy route should reflect this possible harm instead of relying on how ordinary the task sounds.
- 6Human review
- engineers doing the work should inspect, change, reject or stop the result. Make the review happen before reliance and give the reviewer a real way to stop the work.
Possible policy routes
The task name alone cannot decide it.
A published workplace policy can return different answers for the same task. These are the practical branches worth encoding.
A routine policy route may be possible
The company can consider a standard route where the exact account is approved, only the minimum internal project information is used, an effort estimate and uncertainty notes remains within the stated purpose, and engineers doing the work reviews it before use.
Approval may be required
The request moves beyond routine handling when the account or data handling is uncertain, an estimate can be treated as a commitment despite missing dependencies, or an effort estimate and uncertainty notes reaches people or systems beyond the requester’s authority.
The request may need to stop or change
The policy may require another method where restricted information would enter an unapproved service, the output would act before engineers doing the work can intervene, or surface unknowns and let the delivery team set the estimate cannot be maintained. Consider less information, a controlled account or a non-AI process.
Request checklist
Questions to ask before using the tool
- 01
Which approved account will perform estimate a software ticket, and what external connections can it reach?
- 02
Could a ticket, acceptance criteria and historical delivery context be reduced to a short de-identified extract?
- 03
Will an effort estimate and uncertainty notes remain working material, reach another person or make another system act?
- 04
Can engineers doing the work inspect the complete result and its source before reliance?
- 05
Is this genuinely one request, or will repeated use turn it into an embedded process?
Worked request
What the employee should submit
This example supplies decision facts without pasting the underlying material into the approval record.
- requester
- engineering team
- task
- Use AI to estimate a software ticket.
- information
- a ticket, acceptance criteria and historical delivery context
- tool
- An approved company account
- frequency
- Recurring work
- region
- Where the work and affected people are located
- purpose
- Analyse
- impact
- Internal work
- review
- Complete human review
- owner
- engineers doing the work
Useful safeguards
Controls that fit this request
- ✓
Surface unknowns and let the delivery team set the estimate
- ✓
Keep whole files, mailboxes and datasets out of the prompt when a short part of a ticket, acceptance criteria and historical delivery context is enough.
- ✓
Reassess the request whenever its tool, information classification, frequency or consequence changes.
- ✓
Preserve who accepted an effort estimate and uncertainty notes, when they did so and which rule version they applied.
Questions people ask
About this AI use
Is using AI to estimate a software ticket automatically allowed?
Permission depends on the facts submitted for this request. A different tool, information class, region or use of an effort estimate and uncertainty notes can produce another route.
What does the policy need to know about this use?
Describe an effort estimate and uncertainty notes, identify a ticket, acceptance criteria and historical delivery context, name the exact tool and account, explain who will receive or rely on the output, and state how engineers doing the work will review it.
Which evidence makes the answer reproducible?
Preserve who accepted an effort estimate and uncertainty notes, when they did so and which rule version they applied. A classification and controlled reference may be enough when copying a ticket, acceptance criteria and historical delivery context would create unnecessary risk.