What we do
We build AI tools, custom software, and faster websites. Every project starts with a clear scope, timeline, and price.
Stateful multi-agent workflows, tool-calling with ADK and Microsoft Foundry, advanced RAG, private edge AI, and domain fine-tuning (LoRA).
One named business process, mapped end to end and rebuilt as a workflow that runs without a person in the middle.
End-to-end engineering of custom web applications, client portals, internal operational tools, and cross-platform mobile applications.
A fixed-price, fixed-duration engagement that ends in a decision document — including, sometimes, the decision not to build.
High-performance marketing websites and web platforms built on Astro and Cloudflare edge architecture.
Migrating marketing sites and web portals from WordPress, Webflow, and PHP to high-speed Astro and Cloudflare edge.
How we work · AI & Custom Software
No open-ended discovery, no retainer that quietly becomes permanent. Every stage produces a named deliverable you keep, whether or not you continue to the next one.
Focus
We map the process end to end with the people who actually run it, and rank what is worth automating against what is not.
Result
A build brief with scope, stack, timeline and a fixed price.
Duration
1–2 weeks
You receive
Build brief and automation scorecard
Focus
The automation gets written, deployed into your cloud account, and wired to your systems. The repository is yours from the first commit.
Result
A running system in your own tenancy, with monitoring and alerting.
Duration
2–4 weeks
You receive
Running system, source repository, infrastructure as code
Focus
The old process and the new one run side by side so you can see where they disagree before anything is switched off.
Result
Measured agreement between the two, and thresholds tuned on real traffic.
Duration
1–2 weeks
You receive
Accuracy report and tuned confidence thresholds
Focus
A recorded session with one named operator on your side, walking through how it runs, how it fails, and how to pause it.
Result
Your team can operate and change the system without me.
Duration
Half a day, plus 30 days of defect cover
You receive
Runbook and recorded handover session
What it costs · AI & Custom Software
We eliminate consulting ambiguity with upfront scoping and milestone-based pricing. If the work does not fit these shapes, the initial audit will state it clearly.
Process & Architecture Audit
€1,700
Fixed. Credited 100% against a build started within 60 days.
1–2 weeks resulting in an actionable decision brief, ROI scorecard, and fixed-price build scope.
Tactical Automation Sprint
Fixed sprint price
2-week focused execution. Never hourly.
Rapidly eliminates high-friction operational bottlenecks, connects internal APIs, or deploys custom agents.
Bespoke Production Build
Milestone-based fixed price
The number does not move unless you change scope.
Typically 4–8 weeks for production multi-agent systems, custom applications, or complex platforms.
All cloud infrastructure, hosting, and AI model token costs bill directly to your own accounts at cost with zero reseller markup.
Looking for a website upgrade or CMS migration?
Website migrations follow a faster 1–3 week cutover starting from €400 with no audit fee required.