We turn complex systems into your competitive advantage
Startups come to us when the AI prototype that wowed everyone in the demo falls apart in production. Enterprise vendors come to us for the legacy system nobody wants to touch. We're a small engineering team in Vienna. We build it, run it, and stay until it's boring.
Get in touchProduction AI
AI starts creating value when it survives real users, audits, cost ceilings, and model changes.
We build the systems around AI: product integration, evals, observability, governance, and operations in your own cloud or tenant.
Production AI architecture and sequencing
AI features inside existing products
Retrieval, agents, and workflow automation
Evals, observability, and guardrails
EU AI Act-ready deployment
SLA-backed AI operations
Software & Platform Engineering
Off-the-shelf tools cover the common case. What decides whether a business runs well is usually the part no product handles: the integration nobody documented, or the legacy system everyone is afraid to change.
We build software that fits how the business actually works, and we design it to survive production. The boring parts decide that: how it recovers when a dependency goes down, and what state it leaves behind.
Where it earns its place, we apply ITIL practice to incident handling, change control, and problem management, so a release creates fewer surprises instead of more.
End-To-End Software Development
Platform Engineering
Strategic Architecture Design
Legacy System Modernization
Cloud Migration
System Integration
DevOps Toolchain Assessment and Integration
Design for operability
Results
What we've delivered
ITSM AI Copilot
Swiss ITSM software vendor
Built an AI copilot that automates first-line support using RAG pipelines, cutting through knowledge silos and integrating into existing workflows.
60%
workload reduction
45%
faster resolution
90 min
saved per shift
Coinrule
Fintech startup, London
Modernized a trading platform's architecture and built an integration gateway that turned weeks of exchange onboarding into days.
4 days
per new exchange
1-step
user onboarding
Cloud
native replatform
Insights
Latest insights
From Runbook to Governed API
A misbehaving feature flag has a one-line kill switch and a paragraph of judgment above it. Here is how both move into software an agent can call, behind a governed API that can say no.
Read insightAgent-Ready Infrastructure
AI agents are moving into operations that still assume a human reads the runbook and clicks approve. Four patterns that make infrastructure ready for software that acts on its own.
Read insight