Jean-Luc Martel

Technology in Canadian financial services and insurance: build-operate-transfer engagements, AI-assisted development, and the governance of autonomous systems.

TDCR exists because the two halves of its name rarely meet in the same room. The people who carry the combined ratio and the people who carry the technical debt describe one company in vocabularies that do not convert, and the translation tends to happen late — at renewal, during an audit, or on the day a fluent system output is filed as a decision nobody authorised it to make.

I work on the technology side of financial services: insurers, wealth managers and pension funds. Most of my engagements are build-operate-transfer. I stand a capability up, operate it while it is still fragile, and then hand it to the people who will own it for the next decade. The handover is where the useful knowledge is. A design that cannot survive being transferred was never finished, and the transfer is what finally separates the constraints that were real from the ones that were preference.

This briefing is written for middle IT management — the layer that has to prepare a board conversation without being the board. So the pieces measure and argue rather than recommend a vendor, and Canadian regulatory material is named and dated in the sentence, because it moves.

My current work is AI-assisted software development and the oversight of increasingly autonomous systems: what an institution has to retain in order to keep understanding what its own software is doing.