Enterprises run on rules and decision structures accumulated over decades – discount logic, approval limits, process routings – encoded deep inside systems like SAP. That institutional knowledge has never been made usable for AI. Cirql One changes that. Its platform extracts business context directly from enterprise applications and formalizes it into governed, reusable assets that AI systems can act on without manual reconstruction for every use case. The result is enterprise AI that operates reliably, at scale, grounded in how businesses actually work. Founded in early 2025 by Gregor Stöckler, Stefan Hockenberger, and Tara von Metzen – a founding team with over 20 years of combined SAP experience – Cirql One introduces a new category: the Business Context Layer. Already live in production with enterprise customers including dm Drogeriemarkt, and headquartered in Heidelberg, Germany.