# 289: Beyond the Hype: How Autonomy Is Scaling Across Critical Industries (LIVE from Pittsburgh)

- Show: [Manufacturing Happy Hour](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour)
- Published: 2026-05-26
- Length: 56m
- Page: https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-05-26-289-beyond-the-hype-how-autonomy-is-scaling-across-critical-industries-live-from
- Listen: http://manufacturinghappyhour.com

## Summary

Brett Phillips of Hellbender, David Griffin of Seegrid, and Mike Smocer of Mine Vision Systems discuss scaling autonomy in manufacturing, logistics, and mining. They explain how advances in perception, control systems, and on-edge AI hardware are shrinking development timelines and enabling complex material moves. The panel highlights Pittsburgh's unique ecosystem, combining high-level engineering with 'gritty' blue-collar pragmatism, as a key driver for physical AI innovation. They also emphasize the importance of community organizations like the Pittsburgh Robotics Network in fostering talent and business growth.

## Chapters

- [1:04](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-05-26-289-beyond-the-hype-how-autonomy-is-scaling-across-critical-industries-live-from#t=64) Introduction: Panelists and Pittsburgh's Autonomy Ecosystem
- [9:20](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-05-26-289-beyond-the-hype-how-autonomy-is-scaling-across-critical-industries-live-from#t=560) Mine Vision Systems: Digital Mapping in GPS-Denied Environments
- [12:41](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-05-26-289-beyond-the-hype-how-autonomy-is-scaling-across-critical-industries-live-from#t=761) Seegrid AMRs: Evolving from Pallets to Complex Material Moves
- [13:57](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-05-26-289-beyond-the-hype-how-autonomy-is-scaling-across-critical-industries-live-from#t=837) Hellbender: On-Edge AI Hardware and Rapid Prototyping
- [16:10](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-05-26-289-beyond-the-hype-how-autonomy-is-scaling-across-critical-industries-live-from#t=970) The Speed of Autonomy: From R&D to Integrated Systems
- [21:49](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-05-26-289-beyond-the-hype-how-autonomy-is-scaling-across-critical-industries-live-from#t=1309) Guest Backgrounds: Legal, Simulation, and Software Roots
- [30:18](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-05-26-289-beyond-the-hype-how-autonomy-is-scaling-across-critical-industries-live-from#t=1818) Pittsburgh's Secret Sauce: Grit, Talent, and Community
- [43:52](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-05-26-289-beyond-the-hype-how-autonomy-is-scaling-across-critical-industries-live-from#t=2632) Advice for Manufacturers: Start Small, Get Wins, Understand ROI

## Topics

- [Robotics & autonomy](https://hardwarepodcasts.com/topic/robotics-and-autonomy)
- [Microcontrollers & dev platforms](https://hardwarepodcasts.com/topic/microcontrollers-and-platforms)
- [Scaling production](https://hardwarepodcasts.com/topic/scaling-production)
- [Manufacturing partners & offshoring](https://hardwarepodcasts.com/topic/manufacturing-partners)

## Most relevant to

companies scaling up

## Mentioned

- Hellbender (company)
- Seegrid (company)
- Mine Vision Systems (company)
- Pittsburgh Robotics Network (other)
- Carnegie Mellon (other)
- Fathom (company)

## Related episodes from other shows

- [Our first in-person show](https://hardwarepodcasts.com/podcast/the-amp-hour/2017-04-10-our-first-in-person-show) (The Amp Hour)
- [The Robotics Factory Builds Robot Companies](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2025-02-28-the-robotics-factory-builds-robot-companies) (The Robot Report Podcast)
- [Inside Singapore's Physical AI Revolution](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2025-09-02-inside-singapores-physical-ai-revolution) (The Robot Report Podcast)
- [Automate 2026 Show Recap](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2026-07-02-automate-2026-show-recap) (The Robot Report Podcast)
- [How software-defined manufacturing fits into real factory operation](https://hardwarepodcasts.com/podcast/the-robot-report-podcast/2026-08-21-how-software-defined-manufacturing-fits-into-real-factory-operation) (The Robot Report Podcast)

## Citing this page

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