Domain experts describe a problem in plain words and AI Chef designs the system of agents that solves it. Builders show their work and find sponsors who pay. People and AI agents use it alike. I demoed it to Nikao and closed Purple Fabric's first international sell-and-implement partner.

MongoDB is a database company with thousands of enterprise clients. I wrote the Purple Fabric reference architecture, the document that explains how the platform is built, and MongoDB published it before any other partner's. Then I wrote the case study in MongoDB's book. MongoDB now presents Purple Fabric to its own clients, on its website, in its book and from its conference stages, with content that traces back to that document.

Investors asked what Purple Fabric does. I planned the deck and the demo that the Chairman and the CTO presented to them on 19 December 2024: a cost the reader already pays, a name the reader already knows, then one real example from start to finish. The share price rose 26% in the week after. Eighteen months later Purple Fabric became a separate business.

At month ten the machine learning approach had reached its limit and the contract was at risk. I proved the LLM replacement in two weeks and eight of us took it to production in five days. Saved the $2.5Mn contract.

In India nobody wants to talk about death, so nobody wants to talk about life insurance either. conVRse put MetLife customers inside a story instead, live in 15 branches across 10 cities. 20,000+ customers, 90%+ satisfaction, Asia Insurance Industry Innovation of the Year.