Discovery and a short written scope
We identify the problem worth solving, the riskiest assumption, and the smallest product that proves it, and I write it down before building.
Service
AI-Accelerated MVP: from unresolved idea to working product.
Move from an unresolved opportunity to a functioning product without months of unnecessary process — using agentic AI to multiply the work, while I stay responsible for architecture, product judgment, and production quality.
Who it's for
When this is the right fit.
- Founders who need a real, working first version — not a slide deck or a throwaway demo.
- Teams with a validated idea that has stalled between concept and build.
- Existing products that need to be rebuilt quickly on a modern foundation.
What you get
What the work covers.
A working product, not a prototype
Full-stack implementation with the foundations a real product needs: authentication where required, data, deployment, analytics with consent, and search-ready pages.
AI used as a multiplier, not a substitute
Agentic AI accelerates research, implementation, testing, debugging, and documentation. Every change is reviewed and verified; architecture and what ships remain human decisions.
Something you can keep running
Version control, documentation, and a deployment and rollback path, so the MVP can grow instead of being thrown away.
How it works
From first conversation to written scope.
Talk it through
Send a note or book a 30-minute call. A finished specification is not required.
Short written scope
I write a short scope based on our conversation: the problem, the approach, and what done looks like.
Project or ongoing
A fixed-scope project or an ongoing arrangement, depending on need — alongside your team, independently, or both.
Proof
Where this comes from.
Cool Cat Games
A venue-entertainment platform — phones as controllers, venue TVs as the board — built with agentic AI accelerating implementation, testing, and documentation.
Bartenderz International
A complete online system that turns a guided questionnaire into a coordinated eight-document hospitality training package.
Web Product Delivery Flow
The delivery process I follow, from discovery through launch and operation.
Questions
Frequently asked questions.
What is included in an AI-accelerated MVP engagement?
It starts with a conversation and a short written scope. From there I take the product through specification, build, verification, and launch, and leave it documented and deployable. The exact scope is agreed in writing before work begins.
What does “AI-accelerated” actually mean?
I use AI coding agents to increase how much research, engineering, testing, and documentation can happen around a problem. It does not mean unreviewed, AI-generated code: I keep responsibility for architecture, product decisions, security, and production quality.
Do I need a finished specification first?
No. Part of the work is turning an idea, a persistent problem, or a product that has lost momentum into a clear scope.
How does an engagement start?
Send a note through the contact form or book a 30-minute call. You do not need a finished specification. After we talk, I write a short scope based on the conversation so we agree on the problem, the approach, and what done looks like before work begins.
Is it a fixed project or an ongoing arrangement?
Either, depending on what the situation needs. Some work is a fixed-scope project, such as building an MVP. Other work is an ongoing fractional CTO relationship. The written scope makes the choice explicit.
Do you work with an existing engineering team?
Yes. I can work alongside an existing team, build independently, or do both — for example, setting direction and standards for a team while personally delivering the parts that are blocking progress.
Other services
Fractional CTO
Strategy, leadership, and hands-on delivery for founders and teams that need judgment as well as execution — without hiring a full-time CTO before the business is ready for one.
Learn more →Platforms & Web Services
Scalable architecture and implementation for real products, including the deployment and operational thinking that decides whether a platform stays up once people depend on it.
Learn more →Contact
You do not need a finished specification to begin.
Describe the idea, persistent problem, or product that has lost momentum. Include a timeline or budget range only if you already know them.