Research perspective · Gabriele Gesualdo
From AI Pilots to Real Impact in Banking
Why execution matters more than demos.

The difficult part of applied AI is turning an impressive demonstration into a repeatable workflow. A useful starting point is a narrowly defined banking task: identify its inputs, evidence requirements, exceptions and human decision points. Evaluate the quality of preparation before expanding the scope.