Co-founder of GPTunneL. Before that — fintech and banking, including Deutsche Bank: large organisations where technology ships in environments with a high cost of error. Writes about how AI travels from a pilot to production — what counts as a result, where a project runs into regulation and data quality, and where the payoff shows up right away.
