Spherecast Network
Sourcing intelligence that finds the opportunities — before anyone asks.
Spherecast customers buy the same ingredients from the same suppliers — without knowing it. Agnes Network runs continuously across all BOMs, identifies substitution and consolidation opportunities, scores them for compliance and supplier risk, and surfaces the best ones directly to the right teams.
No manual analysis. No spreadsheets. Recommendations arrive — customers act.
When deeper questions come up, the Agnes MCP server gives direct, structured access to the full intelligence layer: ingredient profiles, substitution candidates, supplier fingerprints, and evidence trails — queryable from Claude, Cursor, or any MCP-compatible tool.
Built initially as a Spherecast-internal tool, designed to extend to customers.
Scope
This project was created during the TUM.ai Makeathon 2026.
Challenge given by Spherecast. Pitch Deck: spherecast-network.pdf
We secured 5th place (Optily): https://ehl.gg/leaderboard