I lead fintech operations and build the AI-assisted automation behind them: agents that read tickets and supplier emails, approval chains that route themselves, and reports that land before the workday starts.
Each one replaced a manual routine with a system that reads the work, takes the next step and keeps a person in charge of the decision.
Every automation I have built and run in production. The green dots show the kind of activity the platform handles through the day.
AI is most useful when it does the reading and the routing, and leaves the judgment to people.
The Microsoft stack used to its full potential, extended with AI and Python.