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A buyer field guide for small-business AI help

Bring a better brief to the AI professional you hire.

Turn a vague AI idea into a clear workflow, a safer interview, and an engagement the business can accept, operate, and stop. No provider rankings. No invented profiles. No lead gate.

Build a project briefPrepare to interview

7 buyer guides

6 field tools

6 buyer definitions

0 provider listings

Buyer evidence chain

Define what has to survive the sales conversation.

Direct answer

Problem brief

A useful problem brief describes one recurring workflow, its owner, trigger, source information, friction, review, official destination, and protected boundaries without prescribing a product or exposing sensitive records.

Direct answer

Evidence match

Ask for evidence that matches the workflow, risk, team, integration pattern, and role under discussion, then separate what the person actually did from product capability, client action, marketing claims, and results that cannot be verified.

Direct answer

Access boundary

An access boundary states which accounts, environments, information categories, actions, and time periods are approved; who grants and reviews access; and how access is limited, logged, changed, and removed.

Direct answer

Acceptance evidence

Acceptance evidence is the agreed set of realistic test cases, expected results, review findings, boundary checks, failures, owner decisions, and stop conditions used to decide whether work is accepted, revised, narrowed, or rejected.

Direct answer

Engagement stage

Stage the engagement around the next useful decision: advisory for framing choices, discovery for mapping and requirements, implementation for an approved build, training for a defined practice, and support for work the business has accepted.

Direct answer

Handoff ownership

The business should know who owns and can access every account, source file, configuration, prompt, automation, test case, record, document, vendor relationship, recurring cost, support obligation, known risk, and stop path created or changed by the engagement.

Open the evidence-first buyer pathReview primary sources

Start with the work

Make the first conversation about the business problem, not the demo.

Four decisions

Project brief builder

Create a private-by-default starting sequence with no name, account, or free-text input.

Guide 02

Write a useful brief

Share enough operating context to evaluate reasoning without exposing private records.

Commercial shape

Compare engagement models

Separate advisory, discovery, implementation, and ongoing support responsibilities.

Interview with evidence

Use consistent questions before trust, access, and scope expand.

Eight foundations

Hiring readiness check

See which buyer decisions need clarity before candidate outreach.

Question set

Interview plan builder

Prepare questions for discovery, evidence, delivery, and handoff.

At the buying table

Open the field tools

Use concise scope, evidence, acceptance, and handoff checklists.

Read the full sequence

Move from “we need AI” to a bounded project the business can own.

Guide 1

When to hire an AI professional

Separate a learning question, a software-support question, and a real consulting engagement before you spend.

Guide 2

Write a useful AI project brief

Give candidates enough operating context to think clearly without disclosing private information too early.

Guide 3

Evaluate experience without relying on hype

Look for relevant reasoning, transparent limits, and evidence you can verify.

Directory status

The directory is deliberately closed until verification is real.

No professional can buy, claim, or submit a profile in this release. A future directory requires identity checks, evidence rules, corrections, disclosures, moderation, conflicts management, and a clear paid-placement policy first. Use the free buyer resources or follow the RSS feed without creating an account.