Scoping and estimation
Before a line of code is written: a defined scope, a priced plan, and the risks named up front, so the budget holds when the work starts.
- You get
- Scope document, estimate, and delivery plan
I take projects from the first estimate to production: scoping, architecture, delivery, and the security review before launch. AI agents handle the typing. I stay accountable for every decision.

What I do
Most projects fail between the people who estimate, the people who build, and the people who check. I close that gap by doing all three.
Before a line of code is written: a defined scope, a priced plan, and the risks named up front, so the budget holds when the work starts.
Web, mobile, and backend, from architecture to production deploy. One person responsible for the whole system instead of a chain of handoffs.
A structured review of code quality, access control, performance, and vulnerabilities. Every finding is ranked by severity and comes with a fix.
Repetitive work turned into pipelines: document ingestion, data synchronization, and agent driven delivery that runs inside your stack.
Case studies
Most of my client work is delivered through Rocksoft and covered by NDA, so the names stay out. The problems and the outcomes do not.
Fintech platform, Norway
~10xfaster platform
Fintech platform, Norway
Property audit company, UK
How I work
We define what done means. I map requirements, constraints, and risks before anyone commits to a budget.
You get an estimate split into deployable increments, so every stage can be shipped and verified on its own.
I deliver increment by increment. Agents produce the volume, and I review every change against the plan.
Before launch: a security and quality review, tests on the critical paths, and a handover your team can run with.
On AI
Typing was never the hard part. Knowing what to build, what it costs, and where it breaks still is. That is where I spend my time.
An agent is only as good as the plan it executes. I write the plan.
Every generated change is read, tested, and checked against the scope.
Tools do not sign off on production. I do.
Tell me what you are building or what worries you about what is already built. I usually reply within a day.