article · cross business

What to give an AI implementation consultant

Prepare a consultant handoff with a completed example, observable acceptance criteria, staged access, operating ownership, and practical exit questions.

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Published: Pending first public release · Fact-check: Human review pending
beginner · prepare · Approximately 3 minutes to read
Evidence: editorial · Maintenance: current
Action authority: draft · Data: public
Approach:

The direct answer

Give a consultant a bounded task, approved sample inputs, the current process, access limits, acceptance tests, and a clear ownership handoff. Describe the result you need before discussing a product. Unknown values should become discovery work, not invented requirements.

A completed handoff example

Synthetic brief: This example defines a proposed support drafting project. It is not a client engagement, offer, or estimate.

Area	Filled example
Workflow	Prepare source-backed drafts for guide-location questions.
Current process	Staff read messages, consult FAQ, draft, review, and send manually.
Tools	Dedicated test mailbox, review sheet, approved model connection; confirm actual account requirements.
Baseline	Unknown; process owner will measure eligible volume and handling/correction minutes.
Inputs	Synthetic messages with stable IDs and approved FAQ revisions.
Scope	Categorization, draft, escalation reason, duplicate tracking, and reviewer instructions.
Exclusions	Sending, refunds, access changes, unrelated mailbox data, and production credentials during discovery.
Approved access	Read designated test inputs; write designated test queue only.
Acceptance	Eight normal/edge scenarios recorded; no duplicate effects or unauthorized actions; drafts checked against sources.
Handoff	Workflow export where supported, field map, prompt/source versions, test log, recovery steps, and training exercise.
Support responsibility	Named business owner and backup; consultant support scope and availability must be agreed separately.
Exit	Business-controlled accounts, transferable configuration, access revocation, and documented manual fallback.

Make acceptance observable

Replace “works accurately” with outcomes that a reviewer can inspect. For example: duplicate delivery creates no extra review item; an unsupported question escalates; a permission denial stops visibly; a rejected approval causes no external action. For language quality, attach a rubric and representative inputs rather than a promised universal percentage.

Agree who runs acceptance, where observed results are recorded, and how failures are corrected and rerun. A demonstration by the builder is useful, but the handoff should allow the business owner or backup to reproduce the procedure.

Start with process diagrams, field names, synthetic records, and approved sources. Grant only the access necessary for the next agreed task through the service’s supported account controls. Do not put passwords or API keys in a brief, email, or sample sheet. Record who owns connections and how access will be revoked when the engagement ends.

If a proposed connector requires broader permissions than your boundary allows, resolve that discrepancy before live setup. A consultant’s preference for a tool does not settle the permission decision.

Ask exit and ownership questions

Who controls the accounts and billing? Can the workflow and documentation be exported? Which components depend on the consultant’s account? Who maintains source content and reconnects expired credentials? What is included in support, what is separately scoped, and how will unresolved work be handed back?

Record answers in the actual agreement and operating documentation. This guide supplies planning questions, not legal terms or a substitute for appropriate contract review.

Limits and non-example

“Build us an AI agent” is not an acceptance criterion. A polished demo with no recovery instructions is not a complete operational handoff. Paid help is optional; a clear brief is equally useful when your own team builds the workflow.

Exercise

Give the sample brief to the person who will own the result. Ask them to identify every unresolved factual input and explain how they would stop and recover the workflow without its builder. Add missing deliverables before requesting an implementation scope.

Sources and scope

This is an original handoff planning pattern with a synthetic completed example. It contains no fees, client results, or claims about consulting availability.