Together, they unpack the evolution from predictive and generative AI to agentic systems capable of autonomous, goal-driven behavior while keeping people firmly in the loop. They examine why many pilots stall before production, how governance and culture shape adoption, and why “human oversight by design” is becoming the new standard for responsible AI in manufacturing.

Drawing from Tulip’s own roadmap and customer experiences, the team highlights how features like AI Composer, Tulip Agents, and context-aware workflows are helping users close the insight-to-action gap, scale AI safely, and unlock new forms of operational leverage.

Rather than imagining a future without people, the episode points to a more realistic vision of AI in manufacturing: one where systems evolve, but human judgment remains the foundation of progress.

Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by Tulip, the Frontline Operations Platform. You can find more from us at Tulip.co/podcast or by following the show on LinkedIn.

Special Guests: Olga Stroilova and Pete Hartnett.