EPISODE · Feb 28, 2026 · 50 MIN
EP1: How Wayfair uses Arize for Reliable Agentic AI
from EnterpriseAlignedAI · host Aparna Sinha
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 Guests02:16 AI in Retail: Enhancing Customer and Associate Experience06:00 Evaluating AI: Arize's Unique Approach10:36 Open Source: Power of Community Engagement in AI13:41 Adapting to Generative AI: Evolving Use Cases15:31 Agentic Commerce: The Future of Retail19:08 Agentic Logistics: Can Reasoning Optimize Delivery?22:24 Measuring Reliability and Determinism in AI Systems25:52 Launching AI Agents: The Importance of Real-World Feedback28:52 LLM as a Jury with Human Oversight in AI Systems33:25 Navigating Autonomous Agents in Business37:43 Understanding ROI in AI Investments42:58 Build vs. Buy: Strategies for AI Deployment45:44 Scaling AI from Pilot to Production
What this episode covers
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 Guests02:16 AI in Retail: Enhancing Customer and Associate Experience06:00 Evaluating AI: Arize's Unique Approach10:36 Open Source: Power of Community Engagement in AI13:41 Adapting to Generative AI: Evolving Use Cases15:31 Agentic Commerce: The Future of Retail19:08 Agentic Logistics: Can Reasoning Optimize Delivery?22:24 Measuring Reliability and Determinism in AI Systems25:52 Launching AI Agents: The Importance of Real-World Feedback28:52 LLM as a Jury with Human Oversight in AI Systems33:25 Navigating Autonomous Agents in Business37:43 Understanding ROI in AI Investments42:58 Build vs. Buy: Strategies for AI Deployment45:44 Scaling AI from Pilot to Production
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EP1: How Wayfair uses Arize for Reliable Agentic AI
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