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Lokad continues to challenge forecast-centric planning with probabilistic and financially prioritized decisions

Material Planning Specialist — AI & Automation Focus

EVENT: Bosch demonstrates AI-based inventory intelligence for MRO and production materials

EVENT: Fresh Forward puts practical technology into perishables Supply Chain decisions

EVENT: AI in logistics and business applications conference runs in Amsterdam

Predictive inventory risk needs an operational fallback and a financial loss owner

Predictive logistics needs external signals, not only ERP history

AI-driven resilience depends on better decisions, not faster automation alone

AI Skills Are Not Enough If Decision Ownership Is Unclear

Model Literacy Matters Only When Planning Decisions Are Governed

Malaysia warehouse AI is shifting from robotics-first to decision-layer deployment

SymphonyAI Retail CPG

Logility

Lokad

Enmovil

project44