Decision inputs
Facts that change the policy answer
For this request, scanner findings, asset criticality and exploit context is the input boundary and a remediation priority list is the output boundary. A useful check makes both explicit.
- 1Task and owner
- Vulnerability manager wants to prioritise software vulnerabilities. Responsibility for a remediation priority list stays with a named person or team throughout the request.
- 2Information involved
- Scanner findings, asset criticality and exploit context. 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 remediation priority list. Its destination matters: private working material creates a different consequence from a sent, published or automated result.
- 5Consequence if it is wrong
- Model confidence or public exploit chatter can displace verified business impact. The policy route should reflect this possible harm instead of relying on how ordinary the task sounds.
- 6Human review
- vulnerability owner 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
A routine route is easier to justify when the exact account is approved, only the minimum sensitive vulnerability information is used, a remediation priority list remains within the stated purpose, and vulnerability owner reviews it before use.
Approval may be required
The request moves beyond routine handling when the account or data handling is uncertain, model confidence or public exploit chatter can displace verified business impact, or a remediation priority list reaches people or systems beyond the requester’s authority.
The request may need to stop or change
The proposed use should pause if restricted information would enter an unapproved service, the output would act before vulnerability owner can intervene, or combine technical severity with asset exposure and validate urgent findings cannot be maintained. Consider less information, a controlled account or a non-AI process.
Request checklist
Questions to ask before using the tool
- 01
Is the exact account approved for prioritise software vulnerabilities, including its plug-ins and connected sources?
- 02
Who is permitted to expose scanner findings, asset criticality and exploit context to this tool and for this purpose?
- 03
Who receives a remediation priority list, and what will they do with it?
- 04
What evidence will vulnerability owner use to accept, correct or reject the result?
- 05
When must the employee stop and run the policy check again?
Worked request
What the employee should submit
This example supplies decision facts without pasting the underlying material into the approval record.
- requester
- vulnerability manager
- task
- Use AI to prioritise software vulnerabilities.
- information
- scanner findings, asset criticality and exploit context
- tool
- An approved company account
- frequency
- Recurring work
- region
- Where the work and affected people are located
- purpose
- Analyse
- impact
- Security prioritisation
- review
- Complete human review
- owner
- vulnerability owner
Useful safeguards
Controls that fit this request
- ✓
Combine technical severity with asset exposure and validate urgent findings
- ✓
Document why each part of scanner findings, asset criticality and exploit context is necessary before making it available to the tool.
- ✓
Write the boundary around a remediation priority list clearly so later users do not expand the approval by assumption.
- ✓
Make the final route reproducible from the recorded facts, safeguards and policy version.
Questions people ask
About this AI use
Is using AI to prioritise software vulnerabilities automatically allowed?
The task name cannot settle the answer. Apply the company’s published rules to scanner findings, asset criticality and exploit context, the exact account, a remediation priority list, its audience and the proposed review.
When is the request detailed enough to decide?
Describe a remediation priority list, identify scanner findings, asset criticality and exploit context, name the exact tool and account, explain who will receive or rely on the output, and state how vulnerability owner will review it.
How should a later reviewer understand this decision?
Make the final route reproducible from the recorded facts, safeguards and policy version. A classification and controlled reference may be enough when copying scanner findings, asset criticality and exploit context would create unnecessary risk.