How Stripe Built Kai, its Company-Wide AI Agent, on Deep Agents

Stripe's Knowledge AI Platform, known as Kai, is an innovative AI-driven productivity tool designed to enhance the efficiency of Stripe employees by providing a context-aware digital coworker that integrates seamlessly with Stripe's internal data systems, Slack, and Google Suite. Built on the Deep Agents framework, which facilitates agent execution and middleware composition, Kai offers a session-based interface that enables users to synthesize data, draft documents, analyze trends, and collaborate across functions without needing to navigate complex developer tools. It leverages a library of over 1,000 skills curated by different teams within Stripe, adapting its functionality to meet diverse departmental needs, from sales and finance to marketing. The platform's rapid adoption, reaching its quarterly target in a mere week, reflects its transformative impact, particularly for non-engineering roles that benefit from its ability to streamline tasks like deal preparation and data analysis. As Stripe continues to expand Kai's capabilities, the focus will be on scaling skill selection, enhancing security and compliance measures, and developing personalized, context-aware AI behaviors to further support collaborative workflows.

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