Best for: Large manufacturers, retailers, distributors and CPG companies (30+ verticals) that need to connect siloed planning — demand, supply, finance, commercial, production — into one AI-native decision system. Built for organizations re-architecting enterprise planning with a knowledge-graph foundation, not those seeking a narrow point solution.