SERVICES
We don’t ship code that passes vibes-based review. Every engagement uses the same pipeline discipline — TDD, adversarial gates, deterministic proof of correctness.
SOFTWARE DEVELOPMENT
End-to-end development with mandatory TDD. Every feature defined by a failing test, every release cleared through deterministic gates. No spec, no build.
AI SERVICES
Moving AI from proof-of-concept to production without the failure modes. We map your exposure, eliminate the risk vectors, and build the pipeline that makes AI reliable.
AI SERVICES
Practical AI implementation for teams without a data science department. Automation that works and stays working — not a demo that never reaches production.
sarolta
Every engagement starts with a free 30-minute assessment. We’ll scope the work, identify the risk vectors, and give you an honest picture of what it takes.
