The perspectives on this site are written from inside the engagements they describe. This one is written by Jean-Luc Martel.
He works in the AI practice for financial services at Singular State, where the recurring assignment is the one the firm exists for: resolve a difficult technical question, build the thing that proves the answer, and leave the client’s team able to carry it forward. His background runs across software engineering, data science, architecture and technology operations for insurers, wealth managers and pension funds — organisations where a new capability has to survive audit, change control, and the people who will operate it on an ordinary Tuesday.
Build-operate-transfer is the shape of most of that work. Design it, run it, then hand it over with the documentation, practices and technical judgment that make the handover real. It is the discipline behind a claim made throughout this site: the receiving team is the deliverable, and a pilot nobody can operate has not been delivered.
His current focus is AI-assisted software development, business process automation, and the security and governance of increasingly autonomous systems — how an organisation can put them to work while keeping the ability to understand, govern and trust what they do. He is also part of the investment committee at Sidebet Solutions.