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Krelyvo WhatsApp AI Automation Agent

Exploring a more thoughtful way to support business conversations.

Start with the conversation.

This internal project explores how AI-assisted communication could support business enquiries and lead management. It is in development; a connected public demo is not available.

ILLUSTRATIVE WORKFLOW

EnquiryAI-assisted draftHuman review

Connections and capabilities are in development.

My contribution

My role covers the product direction and automation development: defining useful workflows, examining integration requirements and shaping the backend and infrastructure.

The intended workflow.

  • Explore WhatsApp Cloud API connections for business communication.
  • Prepare AI-assisted responses with appropriate human oversight.
  • Structure lead and workflow data with PostgreSQL and backend services.
  • Evaluate deployment and infrastructure using Docker.

Current boundaries

The project remains in development. The diagram is an illustration of the intended flow, not a working demonstration. No live autonomous messaging, customer results or production reliability claims are made.

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