Music royalties, bank complaints, property wealth, support tickets, government letters — each taken from a blank repo to a live, working product.
01 / 05
Royalties that settle themselves
A decentralized music collaboration market on Solana. Composers post challenges with SOL bounties, producers submit remixes, and the winning pick triggers an automatic on-chain royalty split.
02 / 05
1,030 complaints, made impossible to ignore
Trustpilot reviews of Irish banks and fintechs, converted by LLM into a strict seven-field schema with controlled vocabularies. The headline finding was written by the banks' own customers.
03 / 05
Where the money actually lives
A composite Affluence Index for all 26 counties and 827 Eircode districts, built from fifteen years of property records. It knows things estate agents would rather it didn't.
04 / 05
A support agent that learns from being wrong
When a human reviewer marks a response wrong, the correction is injected as a few-shot example for similar future tickets. Reinforcement from human feedback, implemented at the systems level.
05 / 05
Official letters, explained in your language
Upload a photo or PDF of any Irish government document. The system explains what it means, extracts every deadline as a calendar-ready date, and drafts the response letter.
