Beyond Point Solutions: Orchestrating AI in Financial Services

Most financial institutions now run dozens of AI models in production — fraud, credit, AML, customer intelligence — yet almost none of them share context or coordinate decisions. In this talk, Debasis Panda argues that the next competitive advantage in financial services is not more AI but orchestrated AI, and walks through the four-layer architecture, the highest-return use cases, and the data foundation that makes coordinated decisioning possible. He closes with five concrete actions technology leaders can take in the next 90 days to move from isolated point solutions to an enterprise intelligence platform.