Proof of concept
De-risk an idea before you hire. A working, demo-ready build that proves the hardest part is possible.
AI-powered product studio
/ since 2025
Software you'd otherwise hire a team for — delivered in weeks.
Aitero is a hands-on consultancy for founders and product teams. We take proof of concepts, prototypes and sharp production applications from empty repo to live — with AI as leverage, not as a gimmick.
EngagementsPoC · MVP · Production
Typical timeline2–8 weeks
Works withStartups → Enterprise
BasedRemote / CET
01 / What we do
Focused engagements, built to ship.
we sell outcomes, not hours. fixed scope, fixed date.
MVP & product builds
From spec to a sharp, deployed application — auth, data, payments, all of it — that your first users can actually use.
AI integration
Add genuinely useful AI to an existing product — agents, RAG, evals, guardrails — built for cost and reliability, not hype.
Due diligence & architecture
An honest assessment of a codebase, team velocity or architecture — for founders shipping fast or investors weighing a case.
02 / Selected work
A selection of what we've built.
cases we built and operate.
more examples on request.
Azzist
A platform that helps Swedish municipalities detect welfare fraud. Risk-scores LSS care providers by weighing a rule engine against an ML model — with separate portals for caseworkers and care companies, GDPR by design and all data in Sweden.
Visit azzist.se ↗
azzist.se
Klang
AI-powered decision support for music intake in radio. Weighs five signal sources — panel, streaming, surveys, competitors and acoustic profile — and matches against the target audience for a clear verdict: green, yellow or red. A verdict, not a report.
Hear more about Klang ↗
klang · signal desk
03 / How we work
AI as leverage. Engineering as standard.
senior judgment, multiplied.
the tools move faster — we own the decisions.
P1
Sharpened scope
One call to define the real problem, the single outcome that matters and a fixed date. No discovery theatre.
P2
Build in the open
You see working software within days, not weeks. We iterate on your feedback in tight loops.
P3
Engineering that lasts
AI speeds up the writing; tested, reviewed and documented code is non-negotiable. You own everything we write.
P4
Clean handover
Deployed, documented and explained — so your team can take over, or we keep going. Your call.
Got something that needs to exist?
Tell us about the problem and your deadline. We'll tell you honestly whether — and how — we can deliver it.