Do we need a technical specification first?

No. The best starting point is a clear business workflow that is manual, slow, or fragile. I then help frame the simplest technical solution.

Do you work with SMBs without a technical team?

Yes. I work with founders and ops teams that need internal tools or AI agents without hiring a full product and engineering team.

What is the best first step?

A process audit call to map the workflow, identify bottlenecks, and decide whether custom software, automation, or an AI agent is worth building.

For SMBs, agencies and founders with messy workflows

I turn messy workflows and early product ideas into clean, usable software.

Senior product thinking, hands-on engineering, AI automation and delivery in one partner. If the problem is unclear, we start with a focused audit. If the scope is clear, I quote the build directly.

Book a free 30-min call See how I work

Three moments where I help

The site is built around real buying situations, not vague AI interest.

SMBs with messy operations

Your team uses too many tools, spreadsheets and manual steps. I help you decide what deserves software, automation or AI.

View page

Agencies that need senior delivery

You have sold or scoped a project and need someone who can think product, build, unblock and ship without hand-holding.

View page

Founders with rough MVPs

You have an idea, v0 prototype or fragile product. I help turn it into something usable, coherent and ready for real users.

View page

What usually needs fixing

A workflow depends on copy-paste, memory or one overloaded person.

A prototype looks good but the backend, auth, payments or data model are not production-ready.

An AI idea exists, but nobody knows if it should be an automation, internal tool or product feature.

A team needs senior product and technical execution without hiring a full-time team.

Low friction first, precise scope after

Free discovery call

30 minutes to understand the situation, the business value and whether I can genuinely help.

Audit when the problem is unclear

$695 for a focused audit: workflow or product analysis, opportunities, risks, priority map and recommended next step.

Direct proposal when the scope is clear

If you already know what needs to be built, I do not force an audit. I send a fixed-scope proposal after discovery or light scoping.

Build, ship, iterate

I stay close to the business problem, build the simplest serious version, then improve it with real usage.

Selected proof

A few examples of the kind of operational and product work this site now sells.

See work

Edifix

Sales workflow and AI-generated visuals

Centralized project data and built an AI pipeline that turns sketches into credible 3D visuals for sales conversations.

Fabrik Labs

Full-code rebuilds and AI agent workflows

Current confidential work as AI Product Builder: rebuilding legacy systems and designing multi-agent workflows for real product constraints.

Brest Bretagne Handball

Back-office workflow automation

Improved an internal handoff to reduce manual re-entry, delays and transfer errors.

No AI-slop positioning

No generic AI promises. No giant agency pitch. No fake certainty. The page explains the problem, the way we scope it, and the next step.

Have a workflow, MVP or product idea that needs senior execution?

Send me the context or book a quick call. If I am not the right fit, I will tell you quickly.

Book a free 30-min call Send context by email