the causal impact across procurement, production, inventory, logistics, and demand, and recommends the exact action before volatility becomes a production halt, air-freight emergency, or line shutdown.

Built on patented causal AI and decision digital twins, Kimaru turns fragmented ERP, SCM, WMS, TMS, supplier, and market data into real-time decisions that protect throughput: reallocate inventory, adjust production, protect critical orders, expedite freight, or evaluate supplier alternatives. The platform reduces stockouts, overstocks, emergency freight, downtime, and wasted planning time while improving delivery uptime, protecting margin, and increasing effective manufacturing capacity. Every recommendation captures the causal rationale, learns from planner feedback and actual outcomes, and creates an auditable decision record for operations, finance, compliance, and leadership.