About this episode
The episode explores the concept of AI-native manufacturing and how it can transform production environments through specialized AI models and event-driven agents.
AI is everywhere ... except the factory. What does AI-native manufacturing look like? Is it possible? Can AI agents help manufacturers produce more product at better quality?And, maybe also enable onshoring or re-shoring?In this episode, host John Koetsier sits down with Apprentice CEO and founder Angelo Stracquatanio to explore what AI-native manufacturing really means, and why traditional AI models fall short in production environments.Instead of chatbots, this new approach uses event-driven AI agents that respond to real-time manufacturing signals: alarms, equipment data, quality issues, and more. The result? Faster troubleshooting, reduced costs, and entirely new levels of automation.Angelo breaks down how their system combines:* Specialized AI models trained on real manufacturing data* Role-specific agents (for operators, quality teams, engineers, and leadership)* Workflow automation that goes far beyond simple promptsThey also dive into:* Why general-purpose AI struggles in manufacturing* How to eliminate hallucinations with guardrails and workflows* Real-world ROI: faster investigations, lower cost of goods, improved throughput* The future of adaptive factories and…
People in this episode
Host: John Koetsier
Guest: Angelo Stracquatanio
Topics covered
- AI-native manufacturing
- event-driven AI
- automation
- manufacturing technology
Keywords
- manufacturing
- AI agents
- automation
- quality control
- cost reduction
Sponsors
Apprentice
Mentioned in this episode
Products: Apprentice
Books & works: Apprentice
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