We had a call last week with a fashion brand that had spent £18,000 on an AI strategy engagement.
They got back a 64-slide deck, a maturity matrix, a workshop summary, an "implementation roadmap", and a recommendation to engage the same firm for "phase two: pilot selection". Their website was still slow, still invisible in search, still converting almost nobody. They had paid the price of a real build for a document.
This is not a one-off. We hear a version of it every month. So here is the operator-side accounting that nobody on the consulting side will write down.
The £18,000 was not the real cost
The cheque is the visible cost. The invisible costs are bigger.
Six weeks of leadership attention. Discovery interviews, workshop preparation, deck reviews, follow-up sessions, internal comms about the "AI initiative". Multiply two senior people by six weeks at fifty per cent attention and you have lost three person-months of operating capacity to a deliverable nobody outside the boardroom will read.
The cooling effect on the team. Six weeks of "we are working on AI strategy" tells everyone in the building that AI is something that happens at boardroom altitude. By the time you are ready to actually do something, the people who would have run with it are mentally checked out.
The phase-two trap. A deck does not solve a problem. So you need phase two. Pilots. Proofs of concept. Vendor selection. Each one is more invoices, more weeks, more attention. The deck is not the deliverable. The deck is the gateway drug for an annuity.
The opportunity cost of a working web presence. Six weeks and £18,000 buys you, with a competent partner, an AI Ready website live and an assistant on it capturing enquiries, with the growth work underway to get you found. Real visitors. Real bookings. The thesis proving itself with its own numbers.
That is the real cost: you traded compounding outcomes for a static document.
What strategy decks are good at
To be fair, strategy decks do solve a problem. Just not the one you think.
They solve "I am responsible for AI internally and I need cover for the budget I am about to spend." They produce committee-ready materials. They de-risk the political case for the next round of consulting. They give the procurement team a framework to evaluate vendors against.
If you are a Fortune 500 with internal politics to navigate, that has real value. If you are a business owner trying to win more of the customers already searching for you, you are buying expensive cover for a problem you do not have.
A deck does not solve a problem. So you need phase two. The deck is not the deliverable. The deck is the gateway drug for an annuity.
What to demand instead
If you have a working budget for AI and you want to know whether to spend it, here are the questions to ask any vendor before you sign anything.
"What will be live by the end of week two?" If the answer is anything other than something real running for your business - a site, an assistant, a measurable improvement - you are buying a discovery engagement, not progress. Walk.
"Show me something you built for someone like me." Not a case study deck. A live site, a working assistant, ideally screen-shared and actually running. If they cannot show you working software, they do not build working software.
"What will you ship with me, and what will you keep?" Strategy firms keep the methodology and rent it back. Builders ship you the site and the system, and the assets are yours. Your web presence should not depend on their continued involvement to exist.
"What is the success metric, and when do we measure it?" Real work has measurable outcomes attached. More enquiries from the same traffic. More of your search terms showing you. An assistant booking jobs while you sleep. Without numbers, you are buying activity, not outcomes.
The cheaper, better alternative
There is a thing called "doing it" that almost no consultancy will sell you, because doing it costs them margin and creates the wrong precedent for the next client.
We sell doing it. So do a few other operator-led shops. We charge a fraction of what a strategy engagement costs, and at the end of it you have a website that gets found and converts, not a slide about one. We are not braver or smarter for this. We just made a different bet about what this work should look like in the era of capable AI.
If you are about to commission a deck, do this first. Book a free AI Growth Audit. It looks at the one thing every business actually cares about - whether customers can find you, and whether your site turns them into enquiries - and tells you the single best place to start. No 64 slides. No phase two.
If the audit says start with the website, you have your strategy: a fast, AI Ready site from £999, then grow from there. If it says your site is fine but nobody can find it, the strategy is a Growth Partner and the work starts, not a roadmap about the work.
Either way, you are ahead of the team that is on slide 47.