Skip to content
AI & Building9 min read

Building AI Products for Founders: Lessons from a Live Build

Share

Saturday afternoon. Sun just went down for a nap. I fired up the livestream because yesterday's attempt crashed halfway through, and I figured the only way to get good at this is to keep doing it in public.

This is what I'm calling Build Hour. Every Friday at 3pm I sit down, open my laptop, and build the things I'd be building anyway, except now anyone can watch, ask questions, and see exactly how the sausage gets made. No polish. No cuts. Just me, a few terminals, and whatever AI products are on the bench that week.

The focus right now is building AI products for founders. I'm calling it the Founder Suite, and it spans everything from idea to exit. Some of it is working. Some of it is half-built. All of it is shaped by the same belief: the tools founders actually need don't exist yet, and the people building generic AI products aren't going to make them.

So here's what I'm learning, what I'm shipping, and why I think this is the most interesting wedge in AI right now.

Why founders are the hardest (and best) users to build for

Founders are a brutal audience. They're impatient. They've seen every productivity tool ever launched. They can smell fluff from across the room. And they don't have time to read your onboarding flow.

But they're also the best users you can possibly build for, because if you actually save them time or make them sharper, they'll tell every other founder they know. There is no better distribution channel than a founder who just had a wow moment.

The trap most AI builders fall into is making something generic. A writing tool. A meeting summariser. A chatbot wrapper. Founders already have ten of those. What they don't have is something built specifically for the weird, lumpy, unglamorous parts of their day - the pitch deck that's been sitting in draft for three weeks, the cofounder conversation they keep avoiding, the investor email they don't know how to phrase.

That's the gap. And that's where the Founder Suite lives.

## PitchMaster and the honest feedback problem

The first product in the suite is PitchMaster. The idea is dead simple: you upload your pitch deck and you get the kind of feedback you'd never get from a person.

Not because people are dumb. Because people are polite. When a founder you know shows you their deck, you give them the soft version. You point at slide three and say "maybe tighten the headline." You don't say "your problem statement is generic, your ask is unclear, and slide eight is where investors will start checking their phones."

AI doesn't have that problem. It has no relationship to protect. So if you prompt it well and feed it the right context, it will tell you the truth. That's the entire value proposition.

What I didn't expect was that people started paying for it before I'd even tested the Stripe integration properly. That's a useful signal. When users are pushing money at something half-built, you know you've found a real wound, not a vitamin.

## The real lesson: launch the painkiller, integrate later

Here's the mistake I made with PitchMaster, and it's worth writing down because it will happen to you too if you build fast.

I launched it as a standalone tool because I was excited and it was working. But the rest of the Founder Suite - the platform layer, the unified login, the dashboard that ties everything together - came after. So now I've got a popular product sitting outside the main system, and I have to do a migration to bring it back into the fold.

Ship the painkiller first. Integrate it second. Just don't forget to integrate it.

If I'd waited for the full platform before launching PitchMaster, I'd have lost months of validation and revenue. But because I shipped it standalone, I now have to do extra work to stitch it in. Both things are true. The right answer is ship anyway, and put the integration on the next sprint - not in some vague backlog you'll never visit.

## What I actually built on Saturday's stream

The live session had three parallel tracks running, which is honestly how I work most days now. I had Claude open in a few different windows, each one wired into a different part of my world.

Here's roughly what was happening:

  • Track one: A LinkedIn post for Startmate, who are hiring a Content Community Lead. I piped the brief through my LinkedIn hook generator, which pulls from Batko Brain (my structured archive of every public talk, podcast, and private note I've made over the last decade) and spat out five hooks plus four full post drafts in my voice.
  • Track two: Asking Claude to audit the entire batko.ai product lineup against my strategy doc and tell me, honestly, what the next move should be. The answer came back fast: Phase A, platform integration. Fix the PitchMaster migration so the profile flow stops breaking. That single fix unblocks everything downstream.
  • Track three: Scoping out a question-and-answer feature for an upcoming AI course I'm running in May. Single tier, one-off price, Stripe checkout with auto-enrol. Simple beats clever every time when you're shipping a v1.

None of these are huge tasks on their own. The interesting bit is how cheap it now is to run three different streams of building work in parallel, with AI doing the heavy lifting on each one. A year ago that would have been three different days of work. Now it's a Saturday afternoon while my kid naps.

## The Batko Brain trick (and why context is everything)

If there's one thing I'd tell any founder building AI products into their own workflow, it's this: invest in your context layer before you invest in your prompts.

Batko Brain is just a GitHub repo. It contains my public stuff (blog posts, talks, LinkedIn history, podcast transcripts) and my private stuff (notes, strategy docs, internal voice guides, business rules). Everything is structured and tagged so an AI agent can pull exactly what it needs.

When I ask Claude to write a LinkedIn post, it doesn't just generate generic content. It pulls my actual history with Startmate, my real opinions on community building, my voice quirks, my Australian English defaults. The output sounds like me because it is me, just compressed and rearranged.

The lesson for founders building AI tools is the same. The model isn't the moat. The context you feed it is the moat. Anyone can call the same API. Not everyone has ten years of structured notes about their customers, their industry, their voice, and their opinions.

If you're a founder thinking about building AI into your business, the highest-leverage thing you can do this month isn't pick a model. It's start building your own brain. A folder. A repo. A Notion. Anywhere you can put structured context that an AI can reach into later.

## What's next for the Founder Suite

The rough plan from here, in order:

  • Finish the PitchMaster integration so it lives inside the main platform and shares the same user profile as everything else.
  • Ship the AI course in May, with Stripe checkout, auto-enrol, and an in-platform Q&A feature so students can ask anything during the run.
  • Add the next product to the suite - probably the positioning tool, because that's the second most common painkiller founders ask me for after pitch feedback.
  • Run Build Hour from other offices. Notion has already put their hand up to host one. If you want me to livestream from your office on a Friday at 3pm and let your team grill me with questions, hit me up.

I'm not trying to build the next OpenAI. I'm trying to build the specific tools that specific founders need at specific moments in their journey, and string them together into one place where the same login and the same context flows through everything.

That's a much smaller, much more interesting bet than "AI for everyone." And it's a bet I think a lot more solo builders should be making, because the big AI companies are never going to ship the unsexy, founder-shaped tools we actually need.

Keep reading

Get the best of batko.ai on AI & Building - straight to your inbox

Free. Unsubscribe anytime.

Share

This article is licensed under CC BY-NC 4.0. Share freely with attribution.

If you're a founder and you've got a workflow you keep meaning to fix, or a tool you wish existed but can't find, tell me about it. That's literally how PitchMaster started, and it's how the next product in the Founder Suite will start too. The Build Hour livestream runs every Friday at 3pm and you're welcome to drop in, ask questions, or just watch me debug things on air. The whole point is to make AI building feel less like magic and more like something any founder can do once they've seen someone else do it first.

AI FOR BUSINESS

Want an AI tool built for your business?

I build AI products and integrations for founders and teams who need something specific, fast, and actually useful. If you've got a workflow you want fixed, let's talk.

See how it works

Get the newsletter

Weekly systems, coaching lessons, and AI strategies for founders.

Subscribe to Batko OS →

Work with me

1:1 coaching for founders. Strategy, ops, and your personal operating system.

Learn about coaching →

Explore more on batko.ai

Founder SignalSydney startupsMelbourne startupsBrisbane startups

5 Frameworks I Use With Every Founder I Coach

The exact frameworks from 300+ coaching sessions - goal-setting, reflection, CEO prioritisation, investor updates, and better 1:1s. Free PDF.

By downloading you agree to our privacy policy and subscribe to Batko OS. Unsubscribe anytime.

300+ founders have downloaded this guide.

NEWSLETTER

Batko OS

Writing on startups, leadership, AI, and building a personal operating system.One email, whenever I have something worth saying.

  • Lessons from coaching founders - fundraising, ops, strategy
  • How I use AI to build, write, and think faster
  • Systems for productivity, leadership, and life

By subscribing you agree to our privacy policy. Unsubscribe anytime.

4,000+ founders and operators read it. Free. No spam. Unsubscribe anytime.