Winners Built With Claude

An eight-agent knowledge engine that stops institutional knowledge from walking out the door — router, knowledge graph and dashboard, with 43 tests. A judge called it 'a product, not a hackathon project'.

Maps code dependencies and shows how systems evolve — see a change's full impact before you make it.

Makes AI-generated intelligence cryptographically verifiable — every source fingerprinted with SHA-256 and anchored on Solana.

Demand-side early warning for commercial real-estate rents — detects market turns 5–7 months ahead, 79.3% hit rate across 17 metros.

In the US the help that follows release from prison is real but fragmented: housing, identification, legal aid and employment programs each sit with a different organisation. Alyosha puts returning citizens, providers and caseworkers in one place and walks them through those pieces as a single route back into ordinary life.

A decision-support tool for the people who have to answer the opioid crisis on the ground: county health directors, lawmakers and advocacy groups. It shows how large the problem has grown, guides the user through shaping a response, then puts a price on that response alongside the savings it could produce.