The data still runs the business, but it can't easily be trusted, reused, or reasoned over consistently by modern software and AI. 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. This involves defining and owning the fundamental platform elements, including how business meaning is represented, versioned, governed, and exposed, ensuring that enterprise data and business logic can be reliably utilized by software and AI. It runs the core business process of more than 90% of Fortune 500 companies. SAP systems are deeply embedded, business‑critical, and designed to change slowly. Yet while the data is reliable by design, its business meaning is often implicit and difficult for AI systems to interpret, ...
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