When you do not need one
Adopting standard tools (assistants, notetakers, AI features in software you own) needs training and ownership, not consultancy. Run the 30-day pilot playbook yourself first. Hiring help to do what a subscription plus an afternoon of setup does is the most common overspend in SMB AI.
When outside help earns its fee
Custom integrations with your systems, agent workflows with real complexity, data work beyond organized folders, and regulated-industry deployments where compliance review matters. Also legitimate: a short strategy engagement when leadership genuinely cannot agree where to start.
The questions that separate real from theater
Ask what they would advise you NOT to automate; substance has opinions about limits. Ask for two references from companies your size, and what failed in those projects; everyone real has a failure story. Ask whether they propose a small paid proof project before any big contract; the good ones insist on it themselves. Ask who owns the solution, the prompts and the data afterward; the answer belongs in writing. And ask what happens in month thirteen: maintenance, model updates, and what it costs.
Red flags
Guaranteed percentages of savings before seeing your processes. Proposals that name tools before problems. Pressure to sign long contracts for undefined work. Slide decks about AI transformation with no line items. Anyone who cannot explain their approach in language your team understands.
FAQ
What does a fair first engagement look like?
A scoped proof project with a defined workflow, a success metric and a fixed price, delivering something your team uses. Weeks, not quarters.
Agency or freelancer?
For one workflow, a strong freelancer is often better value. Agencies earn their premium on multi-system projects and continuity guarantees.
How do we keep the knowledge in-house?
Put documentation and handover in the contract, and pair one internal person with the consultant throughout. If it only runs while they are on retainer, you bought dependency, not capability.