For consultants, agencies and small service firms. By Friday you have one agent on your own laptop doing a real piece of your weekly work, an agent that drafts your proposals, chases unpaid invoices or writes your follow-ups, and a ranked map of the ones to build next.
£999 + VAT · Money-back in full through Thursday · Starts Monday 7 December 2026
From our wider capability programmes, where participants build agents on their own real work:
Self-reported figures, names withheld. Across a multi-company group, participants built working agents for field operations, finance, contract review and leadership reporting.
The same week happens every week. Proposals. Quotes. Chasing unpaid invoices. Follow-ups after every job or call. Five to twenty hours of work you do by hand, because nobody else can do it the way you do.
You have tried ChatGPT. You believe AI matters. And yet the work still goes through you, one blank page at a time. This sprint changes that: you build an agent that does one of those jobs for you, properly, and you learn the method so you can build the next one yourself.
Worth knowing: your clients and competitors are already starting to route this kind of work through agents. Starting now is not late. It is early enough to matter.
The sprint is £999 + VAT, once, with everything included. If an agent gives you back even a few of those hours a week, it has paid for itself within the month.
An agent is not a chatbot you talk to. It is a set of written instructions that a tool like Claude follows to do one job the same way every time: read the input, follow your process, check its own work, hand you the result. You brief it once. It works from then on.
2 minutes · Recorded by Gareth Kemp
Each step up is a genuine step-change in how much of the work leaves your hands. The sprint moves you to level four by Friday.
Live on Zoom, hands-on, and recorded if you have to miss one. Short homework between sessions builds the next day's input.
You build a working agent live, on your own laptop, on one real piece of your weekly work. No coding, all copy and paste. It runs before the hour is up.
You draw a one-page map of everything you do in a normal week, then rank which jobs to hand to an agent next, and in what order. You leave knowing exactly what to build after this one.
You connect agents so they pass work from one to the next, one handling a step and handing on to the next, so a set of small agents takes on a much bigger job end to end. This is how a single agent becomes a workflow that runs itself.
You add a simple wrap-up step that records what each piece of work involved, what improved, and what to build next, so every finished job points at the next one.
You set up a simple operating system: in plain words, one folder and one master file that keep your agents organised, so they still work for you next month, not just this week.
Being honest about the time: plan for about one hour a day live, plus roughly 30 minutes of homework between sessions. Around 7 to 8 hours across the week. Sessions for the Mon 7 Dec start run 10:00 to 11:00 UK; every session is recorded.
Not "a better understanding of AI". Four concrete things, living on your laptop, doing work for your business.
A small set of plain text files on your machine, doing one piece of repeatable work the same way every time. Built Monday, trusted by Wednesday.
A one-page map of your regular work, with the next agents named and put in order of impact. You will not build them all in a week, but you will know exactly which come next.
A way to connect your agents so they hand work to each other and take on bigger jobs end to end, not just single tasks. It applies to everything you build after the sprint.
One folder and one master file that keep everything organised: what each agent does, what is queued, and how work flows through. Simple enough to still be in use in six months.
“I built an app over the weekend. It's on my phone now. I can't believe it.”
“I've built a prospecting system split into three prompts: research, referral requests, and thank-yous.”
“I'm building an app I can eventually sell to others.”
AI Potential also runs capability programmes inside larger organisations. This sprint brings the same method to independent professionals and small teams.
A clear filter, because a week of your attention is not a casual ask. The clearer this is before you book, the better the week goes.
Not sure which side you are on? Book a 15-minute call with Gareth and talk it through first. No pitch, just a straight answer on fit.
16GB is fine, more is nicer. On Windows you need Windows Pro, not Home. Any recent Mac is fine.
Either works. A paid Claude account runs the Claude desktop app in Cowork mode, or a paid ChatGPT account runs OpenAI Codex.
Monday to Friday, at the time shown for your chosen start date, plus about 30 minutes of homework between sessions. Recordings cover anything you miss.
If at any point before the end of Thursday's session you do not feel the sprint is giving you value, tell us. We refund your fee in full. No conditions, no tests, no awkward conversation. Four of the five days sit inside the guarantee, so the risk of booking stays on our shoulders, not yours.
If your agent is not up and running, you will not finish this sprint empty-handed.
In reality, you will almost certainly have several up and running. And if yours is not, we book a free one-to-one with you and see it through.
Everything you build runs on your own laptop, with your own accounts. Your workflows, your data and the agents you take home belong entirely to you.
Set against the £300 to £1,500 of your own time that manual admin eats every week, the sprint pays for itself quickly.
Monday 7 December 2026
Sessions 10:00 to 11:00 UK, Monday to Friday.
Reserve your seat →Pay by card via Stripe, or email for an invoice.
For six or more people we can run a private cohort, built around your team and your business, at a time and date that suits you. Delivered either as a session a day across five days, or a session a week across five weeks.
Book a call to set it up →The next start date and the session time are shown above, next to the Reserve button. If that week stops working for you, email us and we will move you to a later cohort at no cost.
Every session is recorded and shared by 9am the following day at the latest, usually the same evening. Watch the replay, do the homework, and pick up live the next day. The homework is designed so this works cleanly.
Claude Cowork is the Claude desktop app set up to work on your own computer, with a folder it can read and write to. It is what turns Claude from a clever chatbot into something that can actually do your work. You need a paid Claude account, or a paid ChatGPT account if you would rather use OpenAI Codex, which works equally well. We walk through setup with you before Day 1.
No. The whole sprint runs on copy and paste. You describe the work in plain English and provide an example of it done well; the tools produce the agent. The only skill you bring is being able to describe your business clearly.
Most people who say this are wrong, and Day 2 shows you why. The one-page map of your work, six areas with six regular deliverables in each, makes you look at your week honestly. Almost everyone finds twenty or more genuinely repeatable jobs hiding inside what felt like "all bespoke work". If you truly have none, the sprint is not the right fit and we will refund you.
Yes. Up to five of you can each take a seat, so everyone's homework and agents are reviewed individually. For six or more, we can run a private cohort built around your business, delivered as a session a day for five days or a session a week for five weeks. Book a call to set it up.
It is a build sprint. You do not watch lessons and "go and try it later"; you build during the live session, every day. The closest comparison is a hands-on workshop broken into five one-hour pieces, with homework in between to keep momentum.
By card via the Reserve-your-seat button. If you would prefer an invoice, email hello@aipotential.ai and we will send one within the hour. Bank transfer is fine, just mention it in the email.
One hour a day, live online, everything recorded. Reserve your seat, and Monday looks different.
Money-back in full through Thursday · £999 + VAT