# Beyond Manufacturing: AI-Powered Robotics and the Long Tail of Commercial Innovation

- Show: [The Robot Report Podcast](https://hardwarepodcasts.com/podcast/the-robot-report-podcast)
- Published: 2025-08-15
- Length: 1h 05m
- Page: https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2025-08-15-beyond-manufacturing-ai-powered-robotics-and-the-long-tail-of-commercial-innovat
- Listen: https://soundcloud.com/robot-report-podcast/beyond-manufacturing-ai-powered-robotics-and-the-long-tail-of-commercial-innovation

## Summary

Dave Coleman, Chief Product Officer and Founder of Picknik Robotics, discusses the deployment of AI-powered robotics in unstructured commercial environments beyond traditional manufacturing. He outlines a framework of four generations of robotics technology, arguing for a hybrid approach that combines classical controls with machine learning subsystems to ensure safety and reliability. The hosts analyze recent industry news, including the World Humanoid Olympics in China, IFR market data, and Apple's $100 billion American manufacturing program.

## Chapters

- [0:45](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2025-08-15-beyond-manufacturing-ai-powered-robotics-and-the-long-tail-of-commercial-innovat#t=45) Introduction and News Overview
- [5:07](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2025-08-15-beyond-manufacturing-ai-powered-robotics-and-the-long-tail-of-commercial-innovat#t=307) World Humanoid Olympics and Safety Standards
- [10:29](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2025-08-15-beyond-manufacturing-ai-powered-robotics-and-the-long-tail-of-commercial-innovat#t=629) IFR and A3 Market Data Analysis
- [19:56](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2025-08-15-beyond-manufacturing-ai-powered-robotics-and-the-long-tail-of-commercial-innovat#t=1196) Apple's $100B Manufacturing Program and Reshoring
- [32:43](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2025-08-15-beyond-manufacturing-ai-powered-robotics-and-the-long-tail-of-commercial-innovat#t=1963) Dave Coleman: AI Robotics Beyond Manufacturing
- [32:43](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2025-08-15-beyond-manufacturing-ai-powered-robotics-and-the-long-tail-of-commercial-innovat#t=1963) Generations of Robotics Technology and Safety
- [32:43](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2025-08-15-beyond-manufacturing-ai-powered-robotics-and-the-long-tail-of-commercial-innovat#t=1963) Move It Pro and Hybrid Control Architectures

## Topics

- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [Robotics & autonomy](https://hardwarepodcasts.com/topic/robotics-and-autonomy)
- [Scaling production](https://hardwarepodcasts.com/topic/scaling-production)
- [Policy, trade & tariffs](https://hardwarepodcasts.com/topic/policy-trade-and-tariffs)

## Most relevant to

companies scaling up

## Mentioned

- Picknik Robotics (company)
- Move It Pro (tool)
- Unitree (company)
- Boston Dynamics (company)
- Apple (company)
- IFR (company)
- A3 (company)
- Tesla (company)
- Hugging Face (other)

## Related episodes from other shows

- [The Future Of Food Automation: How Chef Robotics Tackles Labor Shortages With Ai Robots](https://hardwarepodcasts.com/podcast/over-the-air/2024-11-27-the-future-of-food-automation-how-chef-robotics-tackles-labor-shortages-with-ai) (Over the Air)
- [191: The State of Robotics: Live From the 2024 Robotics Summit & Expo in Boston, MA](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-06-25-191-the-state-of-robotics-live-from-the-2024-robotics-summit-expo-in-boston-ma) (Manufacturing Happy Hour)
- [Episode Twelve – Manufacturing Robotics: onto the factory floor](https://hardwarepodcasts.com/podcast/robot-talk/2021-11-26-episode-twelve-manufacturing-robotics-onto-the-factory-floor) (Robot Talk)
- [The State of Robotics in 2025: Live from the Robotics Summit & Expo in Boston, MA](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2025-08-05-the-state-of-robotics-in-2025-live-from-the-robotics-summit-expo-in-boston-ma) (Manufacturing Happy Hour)
- [246: automatica 2025: Exploring Innovation, Robotics, and Startups Across Bavaria, Germany, and Europe](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2025-07-15-246-automatica-2025-exploring-innovation-robotics-and-startups-across-bavaria-ge) (Manufacturing Happy Hour)

## Citing this page

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