EnterpriseAlignedAI

Aparna Sinha

Track the adoption of AI in Enterprises and learn best practices from Practitioners.

الحلقات

  1. EP2: Royal Bank of Canada's $1B AI Transformation

    قبل ١٠ ساعات

    EP2: Royal Bank of Canada's $1B AI Transformation

    This episode of Enterprise Aligned AI 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. 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 RBC22:25 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

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  2. ٢٨ فبراير

    EP1: How Wayfair uses Arize for Reliable Agentic AI

    In this podcast episode, host Aparna Sinha discusses the current landscape of enterprise AI with guests Victor Sulaiman from Wayfair and Aman Khan from Arize AI. They explore the integration of AI in retail, the importance of evaluating AI systems, and the emerging field of Agentic Commerce. Aman explains Arize’s approach to scalable, AI workflow evaluation and governance, emphasizing open-source tools. The conversation also delves into optimizing logistics and support with AI, the necessity of human oversight on autonomous agents, and techniques for measuring ROI of enterprise AI investments. The episode concludes with insights on the build vs. buy dilemma and strategies for scaling AI from pilot projects to full production. 00:00 Introduction to Enterprise AI and Guests 02:16 AI in Retail: Enhancing Customer and Associate Experience 06:00 Evaluating AI: Arize's Unique Approach 10:36 Open Source: Power of Community Engagement in AI 13:41 Adapting to Generative AI: Evolving Use Cases 15:31 Agentic Commerce: The Future of Retail 19:08 Agentic Logistics: Can Reasoning Optimize Delivery? 22:24 Measuring Reliability and Determinism in AI Systems 25:52 Launching AI Agents: The Importance of Real-World Feedback 28:52 LLM as a Jury with Human Oversight in AI Systems 33:25 Navigating Autonomous Agents in Business 37:43 Understanding ROI in AI Investments 42:58 Build vs. Buy: Strategies for AI Deployment 45:44 Scaling AI from Pilot to Production

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حول

Track the adoption of AI in Enterprises and learn best practices from Practitioners.

المعلومات

  • صناع العمل
    Aparna Sinha
  • سنوات النشاط
    ٢٠٢٦
  • الحلقات
    ٢
  • التقييم
    ملائم
  • حقوق النشر
    © Aparna Sinha
  • موقع البرنامج على الويب
    EnterpriseAlignedAI