# How Quality and Innovation Roles are Changing in Data-Rich Manufacturing Environments w/ Daniel First

- Show: [The Manufacturing Executive](https://hardwarepodcasts.com/podcast/the-manufacturing-executive)
- Published: 2026-04-14
- Length: 36m
- Episode: 305
- Page: https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-04-14-how-quality-and-innovation-roles-are-changing-in-data-rich-manufacturing-environ
- Listen: https://www.spreaker.com/show/the-manufacturing-executive#episode-673dd42a-91fd-416c-bf9c-8b52f3634cc2

## Summary

Daniel First, founder and CEO of Axion, explains how AI is transforming quality and innovation roles in manufacturing by turning overwhelming streams of customer, device, and service data into actionable insights. He argues that quality teams are shifting from plant-floor oversight to strategic partners across engineering, marketing, and supply chain, using AI to accelerate product evolution and break down silos. First highlights specific examples, such as Shark Ninja’s ice cream machine and power systems in mines, to illustrate how unexpected customer usage drives innovation and how AI agents can detect root causes faster than humans.

## Chapters

- [0:35](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-04-14-how-quality-and-innovation-roles-are-changing-in-data-rich-manufacturing-environ#t=35) Introduction: Daniel First and Axion
- [3:49](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-04-14-how-quality-and-innovation-roles-are-changing-in-data-rich-manufacturing-environ#t=229) AI as a Driver of Product Quality and Innovation
- [6:49](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-04-14-how-quality-and-innovation-roles-are-changing-in-data-rich-manufacturing-environ#t=409) The Shift in Quality Roles: From Plant Floor to Strategic Partner
- [11:41](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-04-14-how-quality-and-innovation-roles-are-changing-in-data-rich-manufacturing-environ#t=701) The Future of Human-AI Collaboration in Quality Teams
- [16:46](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-04-14-how-quality-and-innovation-roles-are-changing-in-data-rich-manufacturing-environ#t=1006) AI Adoption Trends and Pilot Success Rates
- [21:58](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-04-14-how-quality-and-innovation-roles-are-changing-in-data-rich-manufacturing-environ#t=1318) Cross-Functional Collaboration: Engineering, Supply Chain, and Marketing
- [25:05](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-04-14-how-quality-and-innovation-roles-are-changing-in-data-rich-manufacturing-environ#t=1505) Why Customer-Centric Product Development is Critical Now
- [29:36](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-04-14-how-quality-and-innovation-roles-are-changing-in-data-rich-manufacturing-environ#t=1776) Real-World Examples of Unexpected Failures and Innovations
- [32:48](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2026-04-14-how-quality-and-innovation-roles-are-changing-in-data-rich-manufacturing-environ#t=1968) Why AI Pilots Fail and How to Ensure ROI

## Topics

- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [Quality & yield](https://hardwarepodcasts.com/topic/quality-and-yield)
- [Leadership, teams & culture](https://hardwarepodcasts.com/topic/leadership-and-culture)
- [Sourcing & supply chain](https://hardwarepodcasts.com/topic/sourcing-and-supply-chain)

## Most relevant to

companies scaling up

## Mentioned

- Axion (company)
- Shark Ninja (company)
- Medtronic (company)
- Olympus (company)
- Gorilla 76 (company)
- ChatGPT (product)

## Related episodes from other shows

- [Leveraging Data to Reimagine the Product Design Process with Instrumental CEO Anna-Katrina Shedletsky](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2021-08-31-leveraging-data-to-reimagine-the-product-design-process-with-instrumental-ceo-an) (Manufacturing Happy Hour)
- [Insight-Driven Strategy with IoT | Eigen Innovations’ Scott Everett](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2021-11-30-insight-driven-strategy-with-iot-eigen-innovations-scott-everett) (IoT For All Podcast)
- [Electronica 24: Peter Gutschi on How AI is Shaping the Future of Manufacturing](https://hardwarepodcasts.com/podcast/ems-c-level/2024-12-19-electronica-24-peter-gutschi-on-how-ai-is-shaping-the-future-of-manufacturing) (EMS@C-LEVEL)
- [306: From Systems of Record to Systems of Action: Putting AI to Work in Manufacturing with Sanjay Brahmawar](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2026-10-13-306-from-systems-of-record-to-systems-of-action-putting-ai-to-work-in-manufactur) (Manufacturing Happy Hour)
- [168: Shifting Your Mindset on the Human Potential of AI with Concurrency CTO Nathan Lasnoski](https://hardwarepodcasts.com/podcast/manufacturing-happy-hour/2024-01-16-168-shifting-your-mindset-on-the-human-potential-of-ai-with-concurrency-cto-nath) (Manufacturing Happy Hour)

## Citing this page

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