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WhatsApp first-party data Malaysia — ctwa_clid attribution loop connecting Click-to-WhatsApp ads to Meta CAPI conversion tracking

Xwork Digital Agency

An eCommerce & Online Marketing Co.

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Agentic AI Deployment Needs an Owner

Most agentic AI projects stall after the demo because nobody owns the workflow. This guide assigns three responsibilities — designer, operator, reviewer — and sets the permissions, handoffs and checks that make an AI agent safe to trust with real leads.

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