# BONUS: Factory Orchestration: The Next Frontier of Manufacturing Operations with Harmoni Co-Founder David Caputo

- Show: [Manufacturing Happy Hour](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour)
- Published: 2026-06-12
- Length: 1h 00m
- Page: https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h
- Listen: http://manufacturinghappyhour.com

## Summary

David Caputo, Co-Founder of Harmoni, explains how his experience acquiring four aerospace and defense manufacturers revealed critical inefficiencies, such as $18,000 in scrap from wrong work instructions and lost tribal knowledge when a machinist retired. He describes Harmoni’s factory orchestration system, which addresses the ISA-95 SCADA gap by unifying machines, people, and data through three pillars: labor automation, process control, and observability. Caputo details how Harmoni’s device, HAL (Harmoni AI Lieutenant), delivers context-rich AI to the shop floor to prevent errors and optimize operations, while also outlining his company’s unique no-titles, pod-based organizational structure.

## Chapters

- [0:50](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h#t=50) Introduction: David Caputo and Harmoni's Mission
- [3:41](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h#t=221) Harmoni's Three Pillars: Labor Automation, Process Control, and Observability
- [7:20](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h#t=440) Caputo's Background: From Investment Banking to Acquiring Manufacturing Companies
- [11:22](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h#t=682) Case Studies: Scrap Costs, Lost Programs, and Wasted Time in Aerospace Shops
- [19:01](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h#t=1141) The ISA-95 Gap and Harmoni's Solution for Human-Centric Factories
- [25:36](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h#t=1536) In-House and Customer Use Cases: Assembly Lines and Large Facilities
- [32:56](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h#t=1976) Harmoni's Organizational Structure: No Titles and Pod-Based Teams
- [39:57](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h#t=2397) AI in Manufacturing: Office AI, Shop Floor AI, and HAL
- [48:04](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h#t=2884) The Future of Manufacturing: Competing with Autonomous Factories
- [52:20](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-06-12-bonus-factory-orchestration-the-next-frontier-of-manufacturing-operations-with-h#t=3140) The Rise of Manufacturing in New York and Tech Week

## Topics

- [Factory operations & automation](https://hardwarepodcasts.com/topic/factory-operations)
- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [Leadership, teams & culture](https://hardwarepodcasts.com/topic/leadership-and-culture)
- [Scaling production](https://hardwarepodcasts.com/topic/scaling-production)

## Most relevant to

early-stage companies

## Mentioned

- Harmoni (company)
- ISA-95 (other)
- HAL (product)
- ADP (other)
- WPAC Crow forgings (company)
- Eminem manufacturing (company)

## Related episodes from other shows

- [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)
- [The Real Threat to Tribal Knowledge Isn't Just Retirement w/ Jamie Marzilli](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-06-30-the-real-threat-to-tribal-knowledge-isnt-just-retirement-w-jamie-marzilli) (The Manufacturing Executive)
- [The Connected Factory Floor: L2L and Data Management](https://hardwarepodcasts.com/podcast/over-the-air/2025-01-09-the-connected-factory-floor-l2l-and-data-management) (Over the Air)
- [Industrial DataOps and Rise of AI Agents w/ Aron Semle](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2025-07-01-industrial-dataops-and-rise-of-ai-agents-w-aron-semle) (The Manufacturing Executive)
- [Six Facilities, Three Countries, One Culture w/ Darragh de Stonndún](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-08-11-six-facilities-three-countries-one-culture-w-darragh-de-stonndun) (The Manufacturing Executive)

## Citing this page

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