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Naveen Jayaram of UniCredit advises banks to adopt a coexist mindset by layering AI on top of existing legacy systems rather than replacing them. AI handles reading, writing, and orchestration while deterministic systems manage strict rules. Key architectural mandates include event-driven architecture, Model Context Protocol, human-in-the-loop failsafes, and an emergency kill switch.
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