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.

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Production 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

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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

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Results

What we've delivered

AI/ML RAG Enterprise

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

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Fintech Cloud APIs

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

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Insights

Latest insights

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AI agents Platform engineering Jun 20, 2026

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.

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AI agents Architecture Jun 10, 2026

Agent-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.

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