UNLEASHX FIELD NOTES · GUIDES

Define an AI responsibility

The Define an AI responsibility is a UnleashX guide for business and product owners that produces a reviewable responsibility brief. Choose a bounded job, define its authority and agree what proves completion before selecting channels or tools.

For Business and product ownersA reviewable responsibility brief

Start with a change in business state

Choose a job whose result can be checked outside the conversation: an appointment in a calendar, a prepared intake packet or an updated service record. ‘Answer customer questions’ is too broad to establish completion. Name the eligible request, the record that changes and the owner accountable when it does not. Keep the first scope narrow enough to test with real examples.

Separate knowledge from authority

Knowing a policy does not authorize an exception to it. List what the role may explain, retrieve, write and decide. Treat each permission separately. For a renewal employee, explaining the notice, recording intent and checking issuance are different responsibilities from changing coverage. Review the proposed boundary with the system and business owners rather than encoding it only in a long prompt.

Define the exception as part of the job

A useful handoff includes the original request, matched references, completed actions, unresolved questions and the decision required. Identify the receiving queue and what happens if it has no available owner. Do not count routing as resolution. Define whether the employee can resume after the decision and which evidence permits that resumption.

Turn the brief into test cases

Write routine, ambiguous and failed examples before launch. Include a request outside authority, an unavailable source and an uncertain write result. The reviewer should be able to determine expected behavior from the brief without guessing the intended policy. Revise the scope when repeated disagreements show that the responsibility itself is unclear.

Apply it to a real case

Consider an appointment request. The customer accepts a time, but the calendar write times out. The conversation sounds successful; the business outcome remains unknown. A useful responsibility definition and evaluation must preserve that difference.

Review question: Which record proves the next step is allowed, and who owns the case if that evidence is unavailable?

Test before release: Run the normal case, a duplicate request and a missing-source case. Compare the actual destination record with the expected state and retain the reviewer’s decision.

TAKE THIS INTO YOUR NEXT REVIEW

Leave with decisions, not just notes.

Use the prompts below with the accountable owners. Record unresolved questions explicitly and verify the proposed scope against your systems.

Eligible request and explicit exclusions

Permitted reads, writes and decisions

Destination record and completion evidence

Exception owner and resumption condition

Planning guidance only. Confirm supported capabilities and review data handling, permissions and applicable requirements for the actual deployment.

CONTINUE THE WORK

Connect the brief to a real responsibility.

Evaluate outcomes, not confident replies

Build a case-level evaluation that distinguishes attempted actions, verified results and unresolved work.