Beyond the Hype: Architecting Systems with Agentic AI

InfoQ October 30, 2025
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You're building Agentic AI systems today—but are they ready for production? Get past the hype and learn the non-negotiable requirements for architecting, deploying, and trusting systems built with Agentic AI. This expert roundtable, featuring leaders from Intuit, FICO, and Akka, cuts through the noise, providing practical insights on governance, system integration, and the fundamental shift in mindset needed to build reliable AI-powered products. ⏱️ Video Timestamps (For Navigation) 0:00 Introduction: Distinguishing Agentic AI Hype from Production Reality 2:35 What Defines Agentic AI? The Autonomous Loop & New Computing Paradigm 8:10 Why Agentic AI Projects Fail: Complexity, Trust, and Shadow Costs EXPOSED 15:05 Agentic AI vs. Traditional Automation & Predictive Models 19:40 When to Use Agentic AI: Dynamic, Undefined Rules & Persona-Based Thinking 25:22 The Architect's Mindset Shift: From Software Architect to Learning Architect 30:15 Guardrails and the Time to Trust Agentic Systems (The Six Pillars) 36:45 Observability & Evaluation: The Critical Role of Continuous Data Pipelines 42:00 Integrating Agents with Existing Enterprise Systems & Legacy APIs 48:15 Advice for Beginners: Practical Agentic AI Frameworks & Platforms 🔗 Transcript available on InfoQ: https://bit.ly/47d43Sz #AgenticAI #SoftwareArchitecture #EngineeringLeadership 👉 What's YOUR biggest challenge in moving an Agentic AI prototype to production? Share your experience in the comments below! 👇