How we can work together

I work with logistics, warehouse and industrial companies that need custom operational software, with AI integrated from the ground up. Full-stack, from architecture to deployment, with UX your team actually adopts.

Fixed scope, fixed timeline

Project

For companies with a concrete operational problem to solve. I take it from process discovery to production. A single technical point of contact who understands the operation, the architecture, the AI and the design. No coordination between multiple vendors, no context lost between stages.

Best for: operational management systems, manual process automation, AI integration into existing operations, tracking and traceability platforms, replacing spreadsheets and paper-based processes.

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Ongoing, no minimum contract

Retainer

For companies continuously evolving their operations who need senior technical judgment inside the team. I work alongside you on an ongoing basis, connecting architecture, AI and UX decisions at every stage, without the cost or structure of a full-time hire.

Best for: companies digitalizing operations in stages, teams that need a technical partner who understands the business, founders building operational software.

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From your current processes to a system that works, iteratively, with results from day one.

First I understand your operation, then I propose technology

I don't start with the solution. I take the time to understand how your business works today, which processes depend on key people, where data gets lost, and where the biggest impact is. Only then do I design the system. Technology is the answer to a concrete problem, not the starting point.

Concrete results from the start

I don't work in silence for months to deliver something at the end. I advance iteratively, with deliverables you can see and use. Your operation starts improving while the system is still being built.

AI only where it adds real value

I don't add AI because it's trendy. If a process is better solved with a well-designed workflow, that's what I build. AI comes in when it genuinely automates, classifies or reasons better than a person, and when the cost of running it makes sense for your business.

Your code, your infrastructure, your rules

The code is yours from day one. Hosted on your servers, in your accounts, under your terms. No dependency on my continuity, no lock-in. If you ever decide to move on with another team, everything stays in your hands exactly as we left it.

What I don't do

Clear boundaries matter for working well together.

✕I don't train or fine-tune AI models
✕I don't do isolated UI or visual design without system context
✕I don't add AI just because it's on the roadmap
✕I don't work as a subcontractor for agencies
✕I don't replace your operational team, I build the tools that make it stronger

Not sure which engagement makes sense?

Tell me how your operation works today, the first conversation is free.

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