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CCAM converts unstructured WhatsApp messages from Malaysian F&B customers into structured, auditable, simulatable business workflows. It automates ordering, invoicing, menu optimization, procurement, POS syncing, forecasting, and reporting — governed by a deterministic digital twin simulator that validates every change before it reaches a real restaurant.
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