# Andrew Jenkins

- **Event:** [Zero to Agent: Vercel x Deepmind Hackathon London](https://cerebralvalley.ai/e/zero-to-agent-london)
- **When:** Sat, Mar 21 at 9:00 AM – 10:00 PM (GMT)
- **Where:** London, UK
- **Team:** [Andrew Jenkins](https://cerebralvalley.ai/u/roonin)
- **GitHub:** https://github.com/RooJenkins/UPLO-Hackathon
- **Demo video:** https://youtu.be/IxW-y-QdxOk
- **Gallery:** https://cerebralvalley.ai/e/zero-to-agent-london/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/zero-to-agent-london/hackathon/gallery/12

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.

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Markdown version of https://cerebralvalley.ai/e/zero-to-agent-london/hackathon/gallery/12. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt