Practical training from seasoned professionals
Two programs, one outcome each. Become the product manager teams actually want on an AI product, or use AI to build something real people will pay for. Taught by someone who runs the products, not someone who only talks about them.
Five ways to work with us
Learn
Two parts · live cohort · capstone
Limited cohort · done-with-you
Work with us
Strategy and delivery · for ops teams and founders
Done-with-you build · 2 to 4 weeks
Done-for-you MVP · idea to launched product
Embedded · a product lead and an engineer in your team
Pick the outcome you want. Each one is built to get you there, not to fill a syllabus.
Two parts · live cohort · capstone
Start by shipping AI products people actually use. Then learn to lead AI adoption across a whole organisation. One program, from product to transformation.
Two parts · product foundations then transformation · live cohort + capstone
Explore the program$700
then $1,200
Early-bird
Limited cohort · done-with-you
Most people use AI to make a demo. You will leave with a working product real people can pay for, built alongside someone who has done it.
6 weeks · live build sessions + direct feedback · capped seats
Explore the program$1,500
then $2,000
Early-bird
Work with us
Senior-led. We diagnose, build, and stay through the part where it has to land.
Strategy and delivery · for ops teams and founders
We diagnose where AI actually moves your numbers, build the case finance will back, and stay through the messy part where it has to land. Not a slide deck someone files away.
Roadmap + delivery oversight · 4 to 12 weeks · senior-led
See the servicefrom $8,000
Scoped on a call
Done-with-you build · 2 to 4 weeks
A custom GPT that actually solves the workflow you keep duct-taping. Built with you, evaluated on your real cases, and handed over with the prompts and evals so your team can change it without us.
Scope · build · eval · ship · handover · two weeks of tuning
See the servicefrom $3,500
Scoped on a call
Done-for-you MVP · idea to launched product
You have a product idea and no runway to learn to build it yourself. We build it with AI at the core, ship it live, and hand you something real users can pay for. Not a prototype that dies in a folder.
Discovery · build · launch · 4 to 8 weeks · done-for-you
See the servicefrom $5,000
Scoped on a call
Embedded · a product lead and an engineer in your team
Some problems are not one project, they are a moving target. We embed a small team in yours: a product lead to keep the work aimed at what matters, and an engineer to ship it. Week after week, as the goalposts move.
Embedded pod · product lead + engineer · rolling monthly
See the servicefrom $10,000 a month
Scoped on a call
Selected work
The proof behind the pitch. Real products, live and in people’s hands, not slideware.
AI threat detection that flags phishing and business email compromise before you click, without reading your mail. Flutter app, web, and a Chrome extension.
A daily emoji-and-symbol puzzle with a leaderboard and a prize for the players who climb furthest. Designed and built end to end with AI.
Privacy-first body measurement. Measure on-device, keep the data local, and share a pro pack with a tailor only when you choose. Built AI-first.
A cold outreach platform that finds the right firms, enriches them, writes a personal email with AI, sends it, and tracks every reply.
An AI viral-content predictor that scores a post's odds of taking off across TikTok, Instagram, YouTube and X, then suggests fixes before you publish.
An AI studio for creators: it generates hooks, captions and scripts, finds trending sounds, and surfaces content ideas for your niche.
An AI resume platform that writes and tailors a resume to each job with Claude, scores it against the posting, and plugs into 500+ career sites.
A travel app that uses AI to turn your budget, climate and vibe into ranked destination picks, with cost estimates and the best time to go.
A calm reminder app for the daily practices you keep. Built with AI to respect a rhythm and never shame a broken streak.
A privacy-first app that uses AI to kill decision fatigue: give it the options and it picks what to eat, wear, or buy.
A mobile fitness app that turns training into a game you actually come back to. Built with AI.
An organic-cotton baby clothing store for sensitive skin, designed and shipped fast with AI.
A daily product-management lesson that tracks your streak and grades your answers, with every lesson written and marked by AI.
Reads Reddit and X for real buying signals and scores each lead with AI reasoning, so sales talks to the right people first.
A personal finance app with budgets, expense tracking, biometric lock and dark mode. Designed and built with AI.
An encrypted notes app with plausible deniability: one note shows different content depending on the password you type, with AI generating the decoy layers and a built-in writing assistant.
An offline-first Islamic companion: prayer times, Qur'an, du'a and step-by-step salah, with no accounts and no tracking. Built with AI.
An AI DJ that reads your music library for tempo, key and energy, then builds personalised, beat-matched mixes around the vibe you pick.
E-commerceA shopping app that surfaces great choices at great prices. Designed and built with AI.
MarketplaceA marketplace that connects you with the best handymen in your city. Built with AI.
LogisticsA platform for an innovative supply-chain operator, built to run complex logistics end to end. Built with AI.
A property-management platform for a real-estate operator: tenants, rent, legal, scheduled reporting and role-based teams. Built fast with AI.
A multi-tenant platform for filling stations that tracks fuel from depot to pump and reconciles stock against cash, using AI vision to read meters and receipts and flag drift.
products designed, built and shipped
users on a product we run and still ship
categories, from security to fintech to health
In their words
I came in with an idea I had sat on for a year. I left with it live and taking payments. The difference was someone who had actually shipped looking at my real build, not a recording.
We were drowning in 'we should do AI' meetings. They gave us a roadmap with a price finance could actually sign, in weeks, not quarters.
The custom GPT paid for itself in the first month. What I did not expect was leaving with the prompts and the evals, so my team could keep changing it without them.
Why Slim Prep
The person teaching still ships products and wins customers. You learn what works now, not what worked in a textbook two years ago.
Cohorts are capped so your actual work gets looked at. Feedback on your build beats another recorded lecture every time.
Every session moves you toward a specific result you can point to at the end. If a topic does not serve that, it is cut.
Who teaches you
Founder-led. The person teaching still runs the products.
I do not teach this from theory. I run the products. Slim Prep is the training I wish I had when I was figuring it out the hard way.
users on a product I shipped and still run
paying customers, all won without paid ads
businesses built and running at once
01
Choose the outcome you are after. Grab the early-bird seat if it is still open.
02
Live sessions, real work, direct feedback on what you are making. You do the reps, not just watch them.
03
A product you shipped, or the skills to walk into an AI PM role. Something concrete, not a certificate.
Slim Prep is a founder-led studio that does two things: it trains people to build and ship with AI through small live programs, and it builds AI products for companies as a service. The same operators who run real products do the teaching and the building.
Because the free courses teach you to make a demo. This one gets you to a product people can pay for, built next to someone who has actually shipped and sold software. You are not paying for video lessons you could find anywhere. You are paying for a small cohort, direct feedback on your real build, and the difference between a weekend toy and something that holds up. If you want the free version, take it. It is genuinely good for getting started.
No. The whole point of vibe coding is that you describe what you want and the AI writes most of it. You do need to be willing to read what comes back, test it, and fix the parts that break. The AI Product & Transformation program needs no code at all.
Both programs run as small live cohorts with sessions you attend, plus materials you keep. Vibe Coding is capped on seats because the value is in the feedback, not the recordings.
Sessions are recorded and you keep access. The live part matters most for getting your specific questions answered, so come when you can.
If you want a certificate to hang on a wall and nothing else, look elsewhere. These programs assume you actually want to build or ship something during the weeks you are in them.
Two programs, two clear outcomes. Pick one and we will email you the moment seats open. Vibe Coding starts September 2026.
