The honest version
Do you actually need an AI consultant?
Last updated
Justas Butkus is a fractional AI officer and AI expert based in Vilnius, Lithuania, working with mid-market companies and scale-ups across the UK, EU and US at two to four days a month. He builds and operates the production AI systems he advises on.
Short answer
Hire an AI consultant when you have a bounded question and someone internally who will act on the answer. If the question is open-ended, or nobody will own what happens next, a consultant produces a good document and no change. That is the most common way this money gets wasted.
When is an AI consultant the right answer?
Consulting works when the shape of the problem matches the shape of the engagement.
| Your situation | Consultant? | Why |
|---|---|---|
| A specific question with a definite answer | Yes | Bounded scope is what consulting is for |
| An internal owner who will act on the answer | Yes | Someone has to carry it after the exit |
| Open-ended "what should we do about AI" | No | You need ongoing ownership, not a document |
| Nobody accountable for going live | No | The recommendation will sit unimplemented |
| You need it built as well as decided | No | The handoff is where value leaks |
How do you tell a good AI consultant from a confident one?
The supply of confident opinion in this field vastly exceeds the supply of operating experience. Three questions separate them fast.
- What have you personally put into production, and can I see it? Not a prototype. Something running that you can inspect.
- What would you tell us not to do? Anyone who cannot name work they would decline is selling capacity rather than judgement.
- What happens when a system produces a wrong answer? Operators answer instantly and specifically. People who have only advised talk about accuracy rates.
What is the difference between consulting and ongoing AI leadership?
A consultant is engaged to answer a question and exits when it is answered. What happens next is your problem, and that is a legitimate arrangement when you have someone to hand it to.
Ongoing AI leadership is engaged to hold a mandate. It is bounded by time rather than by a question, it sits inside leadership discussions, and it is still accountable when the first decision turns out to have been wrong.
The practical test: if the work has a definite end state that someone else will implement, hire a consultant. If it is a series of decisions that will keep arriving, you need someone who is still there for the next one.
What I do differently
I build and operate production AI systems, which is the day job rather than a credential from a previous one. That changes what the advice is worth: every recommendation is one I could implement and audit myself.
- A fixed-scope diagnostic first, with a written roadmap you keep whatever follows.
- Milestones rather than hours, written into the engagement.
- You hold the keys – accounts, infrastructure and documentation are yours throughout.
- Independence in writing – I own an AI company and do not procure from it in an advisory role.
- I will tell you when it is premature. That happens, and saying so is cheaper for both of us than three months of finding out.
Frequently asked questions
Do I need an AI consultant?
Only if you have a bounded question and someone internally who will act on the answer. If the question is open-ended or nobody will own implementation, a consultant produces a good document and no change – which is the most common way this budget gets wasted.
What is the difference between an AI consultant and an AI officer?
A consultant answers a defined question and exits. An officer holds a continuing mandate, sits in leadership discussions and stays accountable when a decision needs revisiting. The difference is ownership, not seniority.
How do I check an AI consultant is credible?
Ask what they have personally put into production and can show you, what work they would decline, and what happens when a system produces a wrong answer. The third question separates operators from advisors immediately.
Should we use a consultancy or an independent?
A consultancy gives scale, bench depth and procurement comfort. An independent gives one accountable person and speed. Which is better depends on whether your constraint is delivery capacity or decision-making.
If you are not sure which you need
Worth twenty minutes before you write a brief. If the answer is that you need neither, I will say so.