Decision inputs
Facts that change the policy answer
The working material is business plans, capacity data and role forecasts; the intended result is a hiring and capacity forecast. Recording that pair prevents a vague approval from spreading to other uses.
- 1Task and owner
- Workforce planning lead wants to forecast workforce needs. Name who owns the finished a hiring and capacity forecast; ownership should not disappear because AI helped produce it.
- 2Information involved
- Business plans, capacity data and role forecasts. Look beyond pasted text: files, integrations and retrieval connections can expose the same material.
- 3Tool and account
- An approved company account. Confirm the approved account, retention setting and any connected service before the request begins.
- 4Intended result
- The expected result is a hiring and capacity forecast. Record the audience and the next system in the chain, rather than describing the output only as a draft.
- 5Consequence if it is wrong
- The forecast may be treated as a decision about teams before assumptions are reviewed. A familiar task still needs escalation when this consequence becomes plausible.
- 6Human review
- executive workforce owner should inspect, change, reject or stop the result. Review is meaningful only when that person has enough context and authority to change the result.
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 workforce information is used, a hiring and capacity forecast remains within the stated purpose, and executive workforce owner reviews it before use.
Approval may be required
The request moves beyond routine handling when the account or data handling is uncertain, the forecast may be treated as a decision about teams before assumptions are reviewed, or a hiring and capacity forecast reaches people or systems beyond the requester’s authority.
The request may need to stop or change
A stop or redesign route becomes relevant if restricted information would enter an unapproved service, the output would act before executive workforce owner can intervene, or show assumptions and keep restructuring or hiring decisions separate 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 forecast workforce needs, and what external connections can it reach?
- 02
Who is permitted to expose business plans, capacity data and role forecasts to this tool and for this purpose?
- 03
Who receives a hiring and capacity forecast, and what will they do with it?
- 04
Can executive workforce owner inspect the complete result and its source before reliance?
- 05
Which change in tool, data, purpose or impact would require a fresh request?
Worked request
What the employee should submit
This example supplies decision facts without pasting the underlying material into the approval record.
- requester
- workforce planning lead
- task
- Use AI to forecast workforce needs.
- information
- business plans, capacity data and role forecasts
- tool
- An approved company account
- frequency
- Recurring work
- region
- Where the work and affected people are located
- purpose
- Analyse
- impact
- Workforce planning
- review
- Complete human review
- owner
- executive workforce owner
Useful safeguards
Controls that fit this request
- ✓
Show assumptions and keep restructuring or hiring decisions separate
- ✓
Keep whole files, mailboxes and datasets out of the prompt when a short part of business plans, capacity data and role forecasts is enough.
- ✓
Treat a new purpose, region, data source or recipient as a new request rather than silently extending this one.
- ✓
Keep the submitted facts, executive workforce owner’s decision and the exact published policy version.
Questions people ask
About this AI use
Is using AI to forecast workforce needs automatically allowed?
Even an ordinary forecast workforce needs request can change route when it involves restricted information, an external audience or weak review.
Which facts should be submitted before work begins?
Describe a hiring and capacity forecast, identify business plans, capacity data and role forecasts, name the exact tool and account, explain who will receive or rely on the output, and state how executive workforce owner will review it.
What should remain after the decision?
Keep the submitted facts, executive workforce owner’s decision and the exact published policy version. A classification and controlled reference may be enough when copying business plans, capacity data and role forecasts would create unnecessary risk.