SAP sits at the center of this problem. SAP has spent decades perfecting systems of record while AI is building systems of reasoning, and the real opportunity lies in connecting the two. SAP systems are deeply embedded, business‑critical, and designed to change slowly. Cirql One is a startup focused on building the missing link between ERP systems and AI: an SAP-native semantic intelligence layer that gives AI models and agents a shared, business-accurate understanding of enterprise data. Our vision is to be the new system-of-reason sitting above SAP - where intelligence, metrics, and AI automation are defined, governed, and executed. * Analytics platform background: Prior work at a BI, analytics, or data platform company * Hard problems worth solving: SAP semantics, AI-ready data, and enterprise-scale deployment — this is genuinely difficult work
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