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AI Strategy Session: What to Expect

The short version: a good AI strategy session is 90 minutes to half a day where someone maps your actual workflows, tells you which parts AI can help with and which it can't, and hands you a short prioritised plan rather than a 40 page slide deck. It costs anywhere from £750 to £3,000 depending on who runs it and how deep it goes. The bit nobody tells you: the session itself is the easy part. What happens in the six weeks after it is what decides whether you got value for money.

Worth reading next: What to Expect From an AI Implementation Project.

What a strategy session is (and isn't)

People turn up expecting a lecture on ChatGPT prompts. That's not what this is, or not what a decent one is anyway. An AI strategy session is a structured conversation, usually one to one or with two or three decision makers in the room, where a consultant asks about your actual business, your team's actual time drains, and your actual data situation, then matches that against what AI tools can realistically do in 2026.

It's not a demo. If someone spends 45 minutes showing you how clever Midjourney is, you've paid for a product demo, not a strategy session. Strategy means priorities and sequencing. It means someone telling you "do this first, ignore that shiny thing for now, and here's why."

I've run these sessions for businesses from a two person copywriting agency to a 60 person logistics firm, and the format barely changes. What changes is the depth of the follow up document and how much prep work goes in beforehand.

Before the session: what you should send over

Any consultant worth paying will ask for something before you sit down together. If they don't ask, that's a warning sign, because it means they're planning to wing it with generic advice. What I ask for, and what most good ones ask for:

  • A rough breakdown of where your team's time goes each week, even a scrappy list is fine
  • Your current tool stack (CRM, email platform, project management, invoicing)
  • Three things that annoy you most about how the business runs day to day
  • Any content or marketing plan you're already working from, if one exists

That last point matters more than people think. If you've already got something written down, even a rough one built through a content marketing strategy, the session gets sharper fast because we're not starting from a blank page.

Hour by hour, what happens in the room

Here's a real breakdown from a 3 hour session structure I use, the kind most independent AI consultants land on because it works:

  • First 30 to 45 minutes: discovery. Not "what do you want from AI" but "walk me through your Tuesday." What do you do first, what takes longest, what do you dread. This is where the useful information surfaces, and it rarely matches what the client emailed beforehand.
  • Next hour: mapping. Every task mentioned gets sorted into three buckets: automate now, automate later once other things are fixed, and don't touch this with AI at all. That third bucket is bigger than most people expect.
  • Next 45 minutes: tool and workflow specifics. Not "use AI for marketing" but "here's the exact tool, here's roughly what it costs monthly, here's who on your team should own it."
  • Final 30 minutes: risk and readiness. Data privacy, what happens if a client finds out an email was AI drafted, what your team has capacity to learn this quarter versus next.

Some consultants compress this into 90 minutes for smaller businesses. The order stays the same. Skip discovery and jump straight to tools, and you get a list of software names with no idea which ones matter for your specific bottleneck.

A real example, because vague ones are useless

I ran a session in early 2026 with a wholesale bakery supplier near Bristol, 14 staff, family run, second generation. The owner came in convinced she needed AI for social media because her niece kept telling her Instagram was "the answer." Forty minutes into discovery it turned out her actual time drain was nothing to do with marketing. Her ops manager was spending roughly 11 hours a week manually building quotes for wholesale clients, copying prices from a spreadsheet into emails, one at a time.

The AI marketing idea got parked, not because it was daft but because it wasn't the priority. We built a simple workflow using a form connected to their existing spreadsheet and an AI drafting tool that turned quote requests into ready to send emails in under a minute. Ops manager's quote time dropped from 11 hours a week to roughly 2. That's the win that paid for the session eight times over in the first month, and it had nothing to do with the thing she walked in asking about.

That's the pattern I see constantly. What people think they need AI for and what saves them money are usually two different things. A good session finds the second one.

The uncomfortable part nobody puts in the marketing copy

Here's the bit that gets left out of most write ups on this topic. The session is not where the value happens. The value happens in the weeks after, when somebody on your team sits down and builds the workflow, tests the prompt, sorts the data. Most businesses pay for a strategy session, get a lovely document, feel great for a week, then nothing changes because nobody owned the follow through.

I'd rather tell a client upfront that a session without a named person responsible for implementation is money half wasted, than let them believe the conversation alone fixes anything. If you're the only decision maker and you're already stretched thin, book time in your own calendar for the follow up work before the session even happens, not after. That single habit is the difference between a session that changes how your business runs and one that becomes a PDF nobody opens again.

There's also this: sometimes the honest outcome of a session is "you don't need AI here, you need a person, or you need to fix a process problem first." I've told clients that. It's not what they hoped to hear, but a consultant who never says it is optimising for selling you more tools, not for your business improving.

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What you should walk away with

A proper session ends with something you can hold, not just a good feeling. That should include:

  • A short priority list, three to five items maximum, ranked by effort versus payoff
  • Named tools with rough monthly cost, not just categories
  • Who on your team owns each item
  • A rough timeline, usually 30, 60, 90 days
  • At least one thing you were told not to bother with yet

If content creation came up, the follow up document might point toward something like a content briefing system that replaces recurring strategy meetings, rather than a vague instruction to "use AI more for content." Specificity is the whole point of paying for this.

Where AI strategy sessions connect to wider business decisions

A session that only talks about tools misses half the picture. Good AI use touches how you handle online reviews and reputation, how you build a customer first approach rather than an efficiency first one, and even how sustainably you're operating, since AI adoption is increasingly tangled up with broader questions like the circular economy thinking more businesses are folding into long term planning. A narrow session that ignores all this will get you quick wins and miss the bigger shifts.

If your content is video heavy, expect the session to touch on things like auto captioning and translation tools, since that's often one of the fastest, cheapest wins available and gets overlooked because it isn't glamorous.

Cost and duration, straight numbers

Ranges I see across the UK and US market in 2026:

  • Solo consultant, 90 minute session, small business focus: £400 to £900
  • Half day session with a written follow up document: £900 to £2,000
  • Full day with a team of 3 or more and a longer implementation roadmap: £2,000 to £4,500
  • Ongoing monthly retainer after the initial session: often £500 to £2,500 a month depending on scope

If a consultant quotes you £150 for a "strategy session," ask what's included, because that price usually buys a generic checklist, not a conversation built around your business. For a fuller breakdown of pricing by business size and consultant experience, it's worth reading through what an AI consultant for a small business typically charges and delivers before you book anything.

Red flags that mean skip this one

  • They won't tell you the format or agenda before you book
  • Everything they suggest happens to be the exact tool they get commission for
  • No prep questions sent beforehand, they plan to improvise
  • They promise a specific hours saved number before ever hearing about your business
  • The follow up document is templated language with your company name dropped in

None of these are dealbreakers on their own, but two or more together and I'd walk.

Frequently asked questions

How long does an AI strategy session usually last?

Most run between 90 minutes and a full working day. Small businesses with one or two decision makers usually need 90 minutes to 3 hours. Larger teams with multiple departments often need a full day split across sessions.

What should I prepare before an AI strategy session?

Send over a rough breakdown of where your team's time goes each week, your current tool stack, and the three things that annoy you most about how the business runs day to day. Consultants who don't ask for this beforehand tend to give generic advice.

Will an AI strategy session tell me exactly what to buy?

A good one gives you named tools with rough monthly costs and who should own each one, not just categories. If you leave with only vague suggestions like "use AI for marketing," it wasn't specific enough to be worth what you paid.

Is a strategy session worth it if I'm a solo business owner?

Yes, arguably more so, because you're the one who has to implement whatever comes out of it. Book the follow up work into your calendar before the session, otherwise the plan sits unused, which is the most common way solo owners waste the money.

Related reading: A Personal AI Trainer For Business Owners: What It Involves and What It Costs and How to Train Staff to Use AI (Without Wasting a Year on It).

Related: effective digital marketing mean.

Published and maintained by the Lilach Bullock team, covering marketing, AI and business growth.
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