Why it matters
Most enterprises struggle with fragmented data definitions across systems - leading to inconsistent metrics, broken joins, and lack of trust in outputs. Without a coherent data model, even the most advanced analytics or optimization logic becomes unreliable. VYAN ensures that all decisions are grounded in a single, consistent representation of the business.
How it works
The platform defines reusable dimensions (e.g., product, location, customer), measures (e.g., revenue, cost, inventory), and grains (combinations of dimensions). These are centrally managed and version-controlled, allowing all models, simulations, and decisions to operate on the same semantic layer. This eliminates ambiguity and ensures consistency across use cases.