Phillip Wang Unveils Grapevine AI System for Unified Enterprise Knowledge Search

Phillip Wang, a prominent open-source AI researcher known as "lucidrains," announced the launch of Grapevine, a new system designed to streamline how AI agents access and search company knowledge. Revealed on September 24, 2025, the system aims to simplify the retrieval of information spread across various internal platforms. Wang also introduced the first application built on Grapevine, a "company GPT" that he claims outperforms existing alternatives.

Grapevine is engineered to provide AI agents with effortless access to disparate company data, integrating seamlessly with platforms such as Slack, Notion, and internal codebases. This unified approach addresses the long-standing challenge of fragmented information within organizations, enabling AI tools to draw from a comprehensive and current knowledge base. The system's core functionality is to make enterprise knowledge readily available and actionable for automated processes and intelligent assistants.

Central to the Grapevine launch is its accompanying "company GPT," described by Wang as a remarkably effective application. "I’m excited today to share Grapevine, a system that makes it really easy for AI agents to search company knowledge across, Slack, Notion, codebase, and more," Wang stated in his announcement, adding, "The first app we’re launching with it is a company GPT that works remarkably well, better than any alternative today." This custom GPT is tailored to leverage the integrated knowledge for specific business needs.

Wang, widely recognized in the AI community for his prolific contributions to deep learning architectures and rapid prototyping on platforms like GitHub, brings significant technical credibility to this new venture. His track record in implementing cutting-edge AI models suggests a strong foundation for Grapevine's underlying technology. His public profile as a leading AI developer underscores the potential impact of his latest innovation.

The introduction of Grapevine enters a competitive but rapidly growing market for AI-powered enterprise search and knowledge management solutions. Companies frequently struggle with data silos and the complexities of integrating AI with proprietary information, a challenge many existing solutions like Glean and Guru are also addressing. Grapevine's promise of superior performance and ease of use positions it as a significant contender aiming to redefine how businesses harness their collective intelligence through AI agents.