01 · Fictional executive summary
Start with service-request intake, not a broad AI rollout.
In this invented scenario, Example Company receives requests by phone, web form, and email. A fictional four-person coordination team retypes details, checks service areas, and drafts follow-up messages. The illustrative recommendation is to test assisted intake first because the assumed workflow is frequent, reviewable, and tied to a measurable handoff.
02 · Invented opportunity map
Compare value, readiness, and operating risk.
| Fictional workflow | Illustrative issue | Example priority |
|---|---|---|
| Service-request intake | Manual re-entry and missing fields | 1 · Test first |
| Technician note search | Past resolutions are hard to retrieve | 2 · Investigate |
| Demand forecasting | Seasonal staffing decisions | 3 · Defer |
03 · Illustrative recommendation
Run a narrow, human-reviewed intake pilot.
This fictional recommendation proposes extracting customer-provided details, flagging missing information, checking a made-up service-area list, and drafting—not sending—a response for coordinator approval.
Example pilot decision gate
- Use 200 invented or safely de-identified historical requests for evaluation.
- Target a fictional 30% reduction in median handling time; this is an illustrative test threshold, not a forecast.
- Require coordinator review before any example customer communication.
- Stop the fictional pilot if required-field detection falls below the invented 95% threshold.
04 · Illustrative risks and controls
Define what the system must not decide.
Incorrect extraction
Example control: show source text beside extracted fields and require human confirmation.
Sensitive information
Example control: minimize retained fields and establish access and deletion rules before testing.
Unsupported commitments
Example control: prohibit automatic quotes, scheduling promises, or outbound messages.
Uneven adoption
Example control: involve fictional coordinators in evaluation and document an override path.
05 · Fictional next steps