An AI automation agency founder details how they built a production-ready WhatsApp AI assistant for Mexican small and medium businesses. The system uses a self-hosted n8n for orchestration, Anthropic's Claude (Haiku) for natural language processing, and Google's Gemini for voice note transcription. A key innovation is the use of structured "meta-blocks" within Claude's responses to trigger specific actions like scheduling appointments or capturing leads, all while presenting clean text to the user. AI
IMPACT Enables small businesses to automate customer interactions and sales processes via WhatsApp, improving response times and customer retention.
RANK_REASON The article describes the implementation of an AI assistant using existing tools and models, rather than a novel AI release or research.
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