Building AI-native companies from the Caribbean.
More than a decade building software at the highest level. Now I build vertical companies that connect demand, operations, data and distribution into learning systems that improve with every new generation of AI.

AI is turning all knowledge work into an engineering problem.
Software is becoming cheaper to build. The advantage is no longer just using AI. It is choosing valuable problems and building systems that turn them into better decisions, distribution and results.
One thesis. Two industries. One network.
These are not isolated projects. Each company started by fixing a broken process. Together, they connect execution, distribution and learning: what works in one creates useful knowledge for the others.
Backsource → Caribium
Supply, operations, demand and transactions connected in one commercial system.

Economic infrastructure turns AI into profit.
A five-layer case study of how MFS and StriveUp turn AI, data and operations into better outcomes.
Read the case studyIdeas built in public.
Conversations about AI agents, the future of work and how to learn better.





