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How to Hire a Generative AI Consultant: A Brand's Vetting Checklist

June 12, 2026 · BY GAURAV SINGH BISEN · GENERATIVE AI CONSULTANT

The "generative AI consultant" title has no license, no certification, and no barrier to entry beyond a LinkedIn headline. That is not a complaint, it is a buying condition: the vetting is on you. Here is the checklist I would use to hire one, written by someone who does this work and is happy to be tested against his own list.

Step 1: Audit the portfolio before the call

A real consultant's work is public and watchable. Before you book anything, check three things:

  • +Finished assets, not clips of tools. Demos of a model generating something are not work. Shipped ads, series, and campaigns are. (Mine: the showcase, sorted by use case.)
  • +Your format exists in their portfolio. A great micro-drama maker is not automatically great at SaaS performance ads. Look for your specific use case.
  • +Their own channels run on their own system. If the consultant does not publish AI content with their own name on it, ask why. I post daily to 1.2M+ followers on Meta AI; the exact playbook is public.

Step 2: The five questions that separate operators from theorists

  1. 01"Walk me through your last project's pipeline, model by model." Operators answer with specifics: which model made stills, which made motion, where humans intervened. Theorists answer with the word "proprietary."
  2. 02"What did you stop using this quarter?" The model landscape turns over monthly. A consultant with no recent deletions is not testing.
  3. 03"Where does AI fail for my use case?" Honest answers exist: long dialogue, fast physics, perfect hands at distance. A consultant who says AI handles everything is selling, not consulting.
  4. 04"Who owns the prompts and workflows after we are done?" The only acceptable answer is you. Vendor lock-in via secret prompts is the industry's oldest trick with a new coat of paint.
  5. 05"What is the first thing you would ship in week one?" Concrete answers signal a bias to output. Discovery-phase-first answers signal a billing model.

Step 3: Run a paid pilot, not a workshop

Skip the strategy-deck phase. Scope the smallest real deliverable: one ad, one episode, one automated content run. A pilot tells you three things a deck never will:

  • +Actual quality at YOUR brand's constraints
  • +Real turnaround time under real feedback
  • +Whether the working relationship is bearable

A good generative AI consultant prefers this too. My version: brand, goal, timeline in, concept and number back within 48 hours.

Red flags that should end the conversation

  • +Portfolio is all third-party tool screenshots
  • +Cannot name model versions they currently use
  • +Promises virality (nobody controls distribution algorithms)
  • +Refuses to discuss usage rights up front
  • +Pricing only after a "free strategy call" funnel
  • +No opinion on what AI should NOT be used for

Green flags worth paying a premium for

  • +Public, daily, self-published AI content
  • +Written workflows they will hand over (like this one)
  • +Client names you can verify (mine are in the media kit)
  • +A clear point of view on quality, stated before you ask
  • +Founder-level skin in the game: I am building Masonry AI precisely because I needed the tooling this work demands

✕ Walk away

  • Portfolio is all third-party tool screenshots
  • Cannot name model versions they currently use
  • Promises virality
  • Won't discuss usage rights up front
  • Pricing hidden behind a 'free strategy call' funnel
  • No opinion on what AI should NOT be used for

+ Pay a premium

  • +Public, daily, self-published AI content
  • +Written workflows they hand over
  • +Client names you can verify
  • +A stated point of view on quality
  • +Founder-level skin in the game

The one-line summary

Hire the person whose public output you would be happy to ship under your own logo tomorrow. Everything else is interview theater.

Quick answers

What should I ask a generative AI consultant before hiring?+

Five questions separate operators from theorists: walk me through your last pipeline model by model, what did you stop using this quarter, where does AI fail for my use case, who owns the prompts and workflows after we are done, and what ships in week one.

How do I verify a consultant's portfolio is real?+

Look for finished, watchable assets in your format, not tool demos, and check whether their own channels run on the system they sell. A consultant who publishes AI content daily under their own name has nowhere to hide.

Should I start with a pilot project?+

Yes. Skip the strategy-deck phase and scope the smallest real deliverable: one ad, one episode, or one automated run. A paid pilot reveals quality, turnaround, and working chemistry in a way no proposal can.

Want this done for your brand?

I build AI content systems like this for brands: video, images, and automation engines that ship daily.