Fusemachines Wins Partnership with 2,000-Store Apparel Brand for AI Demand Planning

Fusemachines announced a multi-year engagement with a global apparel brand operating over 2,000 retail locations worldwide across owned, wholesale and direct-to-consumer channels. The agreement centers on embedding AI into demand planning to drive faster and more accurate inventory decisions across its global product portfolio.

The deployment combines advanced machine learning, probabilistic forecasting and emerging agentic AI agents capable of monitoring signals, reasoning and recommending actions. Key features include risk-aware demand forecasts with uncertainty metrics, planner-centric decision-support tools and continuous performance monitoring.

Fusemachines will partner with the client’s Data Science team to scale forecast coverage across products and channels, improve prediction accuracy and automate routine planning workflows. The goal is to proactively surface anomalies, recommend inventory actions and keep human planners in control of critical decisions.

With more accurate, scalable forecasts, the brand aims to optimize inventory levels, reduce excess stock and markdowns and improve product availability. This engagement reinforces Fusemachines’ enterprise AI capabilities and could drive new service revenues as demand for predictive and agentic AI grows.