Calibrate AI Engineering Information

We help engineering teams turn AI coding tools into a real production capability - not productivity theatre. Through standards, guardrails, and measurement, we install AI workflows that move the numbers: 35% faster delivery, 25% fewer production bugs, full team adoption inside 3 months. Founded by Kostiantyn Markovych, a 23-year engineering leader with deployments at Luxoft (S&P 500), Riskified (anti-fraud), and a current AI-adoption case study at Huron Digital Pathology. EU-based, remote-first.