Enterprise AI adoption has hit a wall. Despite unprecedented investment, the majority of AI projects stall before reaching production. For SAP customers, the failure rate is even higher and the root cause isn’t AI technology – It’s SAP data readiness. Cirql One builds the business semantic intelligence layer that SAP customers have been missing. We transform complex SAP systems into AI-ready foundations, automatically discovering, codifying, and deploying the business meaning that makes AI work.