The AI code hangover
AI tools generate code in seconds, but they pile up hidden technical debt your team does not fully understand or control.
Technology should accelerate your business, not paralyze it.
Unnecessary complexity and unmanaged AI-generated code are quietly stalling your delivery, breaking your UX, and bleeding your revenue. I step in to strip away the noise and realign your stack with real business growth.
Why your product velocity has slowed to a crawl.
Three forces compound quietly until delivery stalls and margins erode. Naming them is the first step to fixing them.
Over-engineered stacks
Developers love complexity; businesses do not. When architecture becomes a playground, delivery stalls and customer happiness tanks.
Skyrocketing costs
Unmanaged AI implementations and bloated infrastructure quietly burn through your margins without delivering measurable outcomes.
I bridge executive goals and clean technical execution.
Architecture rescue & simplification
I audit your codebase, cut out the unnecessary over-engineering, and rebuild your delivery pipeline for maximum speed.
Pragmatic AI strategy
I integrate customized, privacy-focused AI into your workflows that drives efficiency, controls API costs, and protects your data.
Technical due diligence
I give leadership teams and investors an honest, no-spin assessment of their technology, infrastructure, and product strategy.
Strategy and execution from one person. No handoff gap.
A decade in management consulting leading technology across the Nordics and building global engineering organizations. I speak the language of the boardroom and the P&L.
Over 20 years of hands-on engineering. I do not just advise, I design the architecture and ship the core solutions myself.
Software only matters if users love it and it drives revenue. I build for business outcomes, not technical vanity.
The next step
Stop letting technical debt dictate your business roadmap.
Let us look under the hood of your current stack and identify exactly what is slowing you down.