Everyone automates.Most automate the wrong things.
I build custom production software with embedded intelligence: systems that classify, match and decide, with your team in control. Only where it creates measurable value.
Limited engagements · Punta Cana and Europe
THE PROBLEM
Software is cheap. Knowing what is worth building is rare.
With AI tools anyone can spin up a website, wire an automation or ship an MVP. The barrier collapsed.
Businesses do not gain value from more automations. They get burned by them. Flows nobody can debug. AI agents that work in demos and break in production. Solutions built by people who do not understand the business they are meant to serve.
The shortage is no longer builders. It is people who know exactly what is worth building and who stay involved until it genuinely works.
This is what most automation projects look like in production.
WHO YOU'RE WORKING WITH
I'm Paul. I diagnose, design and build the system myself.
No account managers, no handoffs to a dev team you never meet. The person who maps your process is the same person who ships the code and stays until it works.
I built SalesLobe, an AI reply system running at multiple outbound agencies. I built the product matcher that cut IB Data's manual matching by ~85%. Production systems, running today, operated by the teams that own them.
Every diagnostic conversation on this site lands directly with me.
MY APPROACH
Five principles that shape every engagement.
Find what matters
Most businesses don't need more automation. They need the right automation. I map where your time, money, and attention actually leak, then tell you what's worth building, what isn't, and what I'd build first.
Think first, build second
If automation won't add real value, I say so. Sometimes the right answer is a documented process, not a system. I won't build something just because I can.
You stay in control
No black boxes. Every system I build is meant to be understood and operated by your team. You see what happens, adjust without calling me, and own the result.
Measurable value
Time saved. Errors prevented. Revenue lifted. We agree on what success looks like before I start, and make it visible after with dashboards that don't require me to read them.
Built to evolve
Systems that live and improve. We measure, learn, adapt. An engagement doesn't end at delivery. It ends when the system is genuinely better than the day it shipped.
Real systems. Not flows.
Every engagement results in a tailored application your team can understand, operate and evolve without me.
AI proposes. Your team decides on exceptions. Full override and audit trail. Never blindly autonomous where it matters.
Exact rules first. Then confidence scoring. LLM only as a smart fallback. Always transparent and adjustable.
Your team adjusts matching, thresholds and routing themselves. No deploy needed. Everything logged and reversible.
Every decision logged. Dashboards your team actually uses. You never need to call me to understand what happened.
HOW WE WORK
From problem analysis to working system.
One clear path: first we find the real problem, then we agree on exactly what to build, then I build it. No scope surprises, no dependency on me afterwards.
The chat on this site or a short call. I map how your business actually runs and where time, money and attention leak. You get a concrete map of what to automate and what to skip, whether we work together or not.
I translate the diagnosis into a precise plan: what the system does, what it deliberately doesn't, what each part delivers, and a fixed price range. You know exactly what you're buying before anything is built.
Focused build with a working demo every week. You see progress in your own data, not slide decks. Course corrections happen during the build, not after.
You get the repository, the documentation and the dashboards. Your team adjusts rules and thresholds without deploys and without calling me. You own the system.
We measure the results against what we agreed. Systems that learn need tuning. I stay available for that, but the system never depends on it.
PRICE INDICATION
Exact pricing always follows the scope. Fixed range, no hourly surprises.
SELECTED WORK
Selected work.
Built to govern the AI reaching your prospects and clients.
SalesLobe is governance-first AI reply management. I built the layer most "AI sales tools" skipped: the one where a human stays in control of every AI-written word.
Where I Work
Two time zones. One way of working.
Home base shifts between Punta Cana and Arnhem: Caribbean sun in the morning, European clients by afternoon. Most work happens remotely. When a whiteboard session or face-to-face kickoff makes the difference, I show up.
START THE ASSESSMENT
Not sure where AI would actually move the needle?
10 minutes. No sales pitch. I ask how your business truly runs, what eats time, what frustrates the team, and what slips through. By the end you have a concrete map: what I would build as a custom application, what I would not touch, what each part would deliver, and a realistic price range. Then you can build it yourself, have me build it, or do nothing. All three are valid outcomes.
Engagements range from focused 4 to 8 week builds to longer partnerships. I work with a limited number of clients at a time.