Zero-Shot and Ahead of the Pack: What Amazon Chronos Taught Us About the Future of Demand Forecasting

Foundation Model Amazon Chronos on Airline data    We tested the Chronos Foundation model with just one simple time series data set that is available everywhere – the Airline Passenger … Read More

Why Omni-Channel Without an effective IBP Is Just Expensive Chaos?

Why Omni-Channel Without an effective IBP Is Just Expensive Chaos?!  Most omni-channel operators are managing complexity, not orchestrating it.   Demand signals from stores , marketplaces , DTC , and wholesale all collide in … Read More

SAP IBP Heuristic vs Optimizer: Why Defaulting to Heuristic Is Costing Your Supply Chain

Fast planning isn’t smart planning. It’s one of those lessons every supply chain team eventually learns — usually the hard way, in the middle of a constrained quarter when a … Read More