# Practical AI Applications for Optimizing Your Manufacturing Operations w/ Berk Birand

- Show: [The Manufacturing Executive](https://hardwarepodcasts.com/podcast/the-manufacturing-executive)
- Published: 2024-11-26
- Length: 36m
- Episode: 233
- Page: https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2024-11-26-practical-ai-applications-for-optimizing-your-manufacturing-operations-w-berk-bi
- Listen: https://www.spreaker.com/show/the-manufacturing-executive#episode-d593ec9d-8444-421c-898b-41d409a86a0e

## Summary

Berk Birand, co-founder and CEO of Fero Labs, explains why standard 'black box' AI models are unsuitable for manufacturing due to high stakes and lack of explainability, advocating instead for explainable machine learning. He details three practical applications: diagnostics to find root causes of issues like steel breakouts, forecasting to predict quality outcomes before lab results arrive, and optimization to adjust production parameters in real-time. Birand also addresses common hesitations regarding data quality and labor shortages, arguing that AI can augment junior engineers and improve sustainability by reducing waste.

## Chapters

- [0:34](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2024-11-26-practical-ai-applications-for-optimizing-your-manufacturing-operations-w-berk-bi#t=34) Introduction and Guest Background
- [8:42](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2024-11-26-practical-ai-applications-for-optimizing-your-manufacturing-operations-w-berk-bi#t=522) Why Standard AI Fails in Manufacturing
- [14:08](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2024-11-26-practical-ai-applications-for-optimizing-your-manufacturing-operations-w-berk-bi#t=848) Practical AI Use Cases: Diagnostics and Forecasting
- [21:11](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2024-11-26-practical-ai-applications-for-optimizing-your-manufacturing-operations-w-berk-bi#t=1271) AI vs. Control Systems and Sustainability
- [29:11](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2024-11-26-practical-ai-applications-for-optimizing-your-manufacturing-operations-w-berk-bi#t=1751) Addressing Data and Labor Concerns

## Topics

- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [Sustainability & circular products](https://hardwarepodcasts.com/topic/sustainability-and-circularity)
- [Hiring & workforce](https://hardwarepodcasts.com/topic/hiring-and-workforce)

## Most relevant to

companies scaling up

## Mentioned

- Fero Labs (company)
- ChatGPT (product)
- Gorilla 76 (company)
- Six Sigma (other)

## Related episodes from other shows

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- [Breaking - Euler Launch: AI & the Future of AM Monitoring](https://hardwarepodcasts.com/podcast/additive-snack/2025-11-14-breaking-euler-launch-ai-the-future-of-am-monitoring) (Additive Snack)
- [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)
- [Utilizing AI for Predictive Maintenance in Manufacturing | Augury’s Saar Yoskovitz](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2021-01-19-utilizing-ai-for-predictive-maintenance-in-manufacturing-augurys-saar-yoskovitz) (IoT For All Podcast)
- [Innovating Sustainable, Reliable, and Productive Technologies with David Vasko](https://hardwarepodcasts.com/podcast/over-the-air/2023-04-27-innovating-sustainable-reliable-and-productive-technologies-with-david-vasko) (Over the Air)

## Citing this page

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