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Ep2: Royal Bank of Canada's $1B AI Transformation

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Year2026

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This episode of https://enterprisealignedai.com/ focuses on Royal Bank of Canada’s (RBC) $1B AI transformation - how one of the world's largest financial institutions is moving beyond experimentation to Enterprise-wide AI deployment. Our guest is Vinh Tran, Vice President of Data and AI Platforms, RBC Fellow, https://www.linkedin.com/in/vinhbtran/ The $1B Investment: RBC committed ten figures to transform the entire organization with AI Scaling Safely: Standardizing on the Model Context Protocol (MCP) and OpenTelemetry (OTel) provides the necessary control, security, and observability for regulated industries. Agent Platform: RBC allows builders to create "Self-Serve Agents" that automate complex workflows while maintaining strict compliance. 00:00 Introduction to Vinh Tran 03:34 The Scope of RBC's $1B AI Transformation 06:10 Transforming Customer Service 08:47 Measuring ROI of AI Across Business Units 14:23 Build vs. Buy: Why Build in Regulated Enterprises 18:37 Self Service Agents at RBC 22:25 Setting Platform Standards: MCP, OTEL 26:00 Preparing Data for AI: Best Practices 30:33 Overcoming Data Readiness Challenges 33:16 RBC's Control Plane for Reliable Agentic AI 37:10 Use Cases for LLMs in Banking 40:37 RBC Assist: Productivity Chatbot or Superpower? 43:13 Workforce Transformation through 'AI for All' 45:58 Hiring the Next Generation of Builders 49:25 Advice for Enterprise AI Leaders