Let's build a useful product.
I help founders and teams turn ideas into software, add AI to existing products, and bring complete applications together.
Prototypes and MVPs
Turn a product idea into a working version people can try.
What we scope
We define the core user flow, the riskiest assumption, and what people need to try. Then I design and build the essential functionality.
What you receive
A working prototype or defined MVP, setup notes, known limitations, and a recommendation for the next step.
A prototype is for learning. A production release needs its own agreed requirements and checks.
AI integrations
Add a useful AI capability to software you already have.
Best fit
An existing product needs a document assistant, an analysis feature, or another specific AI capability.
Talk about your projectWhat we scope
We work through the source data, model choice, interface, integration, and how people review results. I define checks for incorrect answers and failure behavior.
What you receive
An integrated feature, relevant checks, configuration documentation, and operational notes.
Model costs, data access, review controls, and ongoing monitoring are part of the scope discussion.
Complete applications
Bring the interface, backend, and integrations together for an agreed release.
Best fit
You need an internal tool, customer-facing application, or custom business system.
Talk about your projectWhat we scope
We agree on the user flows, data model, frontend, backend, required integrations, and release requirements. I coordinate the build and test the product as a whole.
What you receive
The agreed application release, source access, deployment instructions, and documentation.
Authentication, payments, migration, hosting, third-party costs, and ongoing support are scoped where needed.
How we define the work.
I define the product structure, direct the implementation, test the result, and make the final delivery decisions.
- 01
Plan
Requirements, people, data, systems, constraints, and decisions.
- 02
Build
AI agents accelerate the interface, integrations, and application logic.
- 03
Ship
I test the full workflow and remain responsible for quality and delivery.
15+ years of engineering experience.
I use Codex and Claude during implementation. Product decisions, architecture, integrations, review, testing, and delivery remain my responsibility.
See the workAI training and team support.
Practical sessions can help your team adopt what we build or use AI in everyday work.
Explore AI trainingStill deciding what to build? Start with a workflow review.
Applied AI Pilot.
Test one defined workflow with a small user group before a wider rollout.
Scope and deliverables
- Typical length
- 4 to 6 weeks
- Scope
- One workflow
- Initial users
- 3 to 8 people
- Finish line
- Working pilot and decision record
What gets built
A focused interface, integration, assistant, document tool, or internal application around one operating need.
What you keep
- Working pilot for a small user group
- Evaluation and failure-case set
- Observed user-trial findings
- Implementation and handoff notes
- Stop, revise, or scale recommendation
- Next-scope decision record
Not included: company-wide rollout, unlimited custom software, large data migration, procurement, or legal, compliance, and security approval unless separately scoped.
What do you want to build?
We agree on scope, timing, cost, and what delivery includes before the build begins.