Andrew Jenkins
Built at Zero to Agent: Vercel x Deepmind Hackathon London · Mar 21, 2026 · London, UK
UPLO is an organisational digital twin for the era of AI teammates. As AI agents join the workforce - not as tools but as team leads managing human reports — organisations need a way to steer the entire ship. UPLO crawls your data sources (Google Drive, Slack, email, GitHub), builds a living interactive graph of your entire company, and gives leadership a directive system that cascades through both human and AI teams. Every agent gets live organisational context via MCP so it never has to guess or hallucinate - it knows the current priorities, who's working on what, and which directives apply before it acts. Features include: 2D and 3D org visualisation, directive cascade with authority-level conflict detection, multi-model AI chat with full document context injection, communication alignment monitoring with auto-nudges, and an MCP directive server for agent compliance checking.
