Business insightAI in action

Selected client contexts and AI applications for growth, sales, product innovation and supply-chain execution.

Illustrative grocery receiving area with roll-cage trolleys and crates of replenishment goods; not a Hero Market site photograph.
AI-generated industry illustration

Hero Market · Malaysia

Case experience

AI replenishment, connected to execution

An AI demand-forecast agent turns sales, inventory and store requests into daily replenishment recommendations for procurement review and ERP approval. Warehouse, delivery and store-receipt data feed back into planning across five warehouses and 35+ stores in Malaysia.

Case study presented in collaboration with Opxiq.

Illustrative tea tasting counter with unbranded tea drinks and ingredients; not a CHAGEE site photograph.
AI-generated industry illustration

CHAGEE

Case experience

AI-powered product and menu selection

An AI product-selection platform supports CHAGEE’s product and menu development, helping teams evaluate new product options and make selection decisions.

Case study presented in collaboration with Gaoyan.

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