WhatsApp AI Agent Automation.

AI-powered personas autonomously responding to WhatsApp messages using iterative Sprints.

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The Bottleneck

Businesses struggle to maintain personalized interactions at scale on WhatsApp without massive support teams. Standard chatbots feel robotic and fail to maintain context or persona over long-lead conversations.

Automation Core

Leveraged a multi-agent orchestration layer to deliver autonomous, persona-driven responses via the WhatsApp Business API. The system uses an iterative sprint-based refinement of the NLU layer, ensuring that every automated interaction feels strategic, helpful, and aligned with the brand's engineered voice.

Requirement 1

Iterative Sprints delivery

Requirement 2

Autonomous message handling

Requirement 3

Contextual NLU interactions

Previous Evolution

Human Design API

Next Engineering Log