We admire LLMs for speed and quality, but technology alone doesn’t differentiate. Context does. Generic tools solve generic problems; your cloud infrastructure, cost models, and optimization workflows are specific to your organisation. This talk shows how AI, tuned to your context, delivers value that used to require bespoke development. Unlike static tools or dedicated teams, AI evolves with your environment in real time, both a blessing and a curse for the needs of Financial Services.