# Can AI Design IoT Hardware? | Flux's Matthias Wagner | Internet of Things Podcast

- Show: [IoT For All Podcast](https://hardwarepodcasts.com/podcast/iot-for-all-podcast)
- Published: 2026-04-14
- Length: 21m
- Episode: 397
- Page: https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2026-04-14-can-ai-design-iot-hardware-fluxs-matthias-wagner-internet-of-things-podcast
- Listen: https://podcasters.spotify.com/pod/show/iot-for-all/episodes/Can-AI-Design-IoT-Hardware---Fluxs-Matthias-Wagner--Internet-of-Things-Podcast-e3ht5fe

## Summary

Matthias Wagner, Founder and CEO of Flux, explains how his company uses agentic AI to democratize PCB design, allowing non-engineers to create hardware via natural language prompts. He discusses the historical bottlenecks of hardware design, the necessity of iterative back-and-forth for complex devices like smartphones, and the economic advantages of designing custom boards for products like vending machines. Wagner also outlines future integration challenges, including firmware generation and enclosure design, and predicts that lowering the cost of iteration will unlock significant innovation in robotics and IoT.

## Chapters

- [0:31](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2026-04-14-can-ai-design-iot-hardware-fluxs-matthias-wagner-internet-of-things-podcast#t=31) Introduction and Flux Overview
- [1:18](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2026-04-14-can-ai-design-iot-hardware-fluxs-matthias-wagner-internet-of-things-podcast#t=78) Historical Hardware Bottlenecks and Democratization
- [5:21](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2026-04-14-can-ai-design-iot-hardware-fluxs-matthias-wagner-internet-of-things-podcast#t=321) AI-Assisted Design for Non-Engineers
- [8:16](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2026-04-14-can-ai-design-iot-hardware-fluxs-matthias-wagner-internet-of-things-podcast#t=496) Complexity Limits and the Smartphone Challenge
- [9:07](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2026-04-14-can-ai-design-iot-hardware-fluxs-matthias-wagner-internet-of-things-podcast#t=547) Economic Benefits for Vending Machine Manufacturers
- [11:00](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2026-04-14-can-ai-design-iot-hardware-fluxs-matthias-wagner-internet-of-things-podcast#t=660) Compressing the Hardware Iteration Cycle
- [12:29](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2026-04-14-can-ai-design-iot-hardware-fluxs-matthias-wagner-internet-of-things-podcast#t=749) Integration Challenges: Firmware and Enclosures
- [14:40](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2026-04-14-can-ai-design-iot-hardware-fluxs-matthias-wagner-internet-of-things-podcast#t=880) Manufacturing Feedback Loops and Future Innovation

## Topics

- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [PCB design & layout](https://hardwarepodcasts.com/topic/pcb-design)
- [EDA & CAD tools](https://hardwarepodcasts.com/topic/eda-and-cad-tools)
- [Embedded firmware](https://hardwarepodcasts.com/topic/embedded-firmware)
- [Robotics & autonomy](https://hardwarepodcasts.com/topic/robotics-and-autonomy)

## Most relevant to

companies scaling up

## Mentioned

- Flux (company)
- Siemens (company)
- ESP32 (chip)
- ChatGPT (product)
- GitHub (company)
- Roomba (product)
- Home Depot (company)

## Related episodes from other shows

- [Burning Man Maker, Music Mogul, and PCB Revolutionary—Flux CEO Matthias Wagner](https://hardwarepodcasts.com/podcast/moores-lobby/2023-05-02-burning-man-maker-music-mogul-and-pcb-revolutionary-flux-ceo-matthias-wagner) (Moore's Lobby)
- [464: Please Make This Monster Look Scary](https://hardwarepodcasts.com/podcast/embedded-fm/2023-11-16-464-please-make-this-monster-look-scary) (Embedded.fm)
- [Bonus: From Solid Con](https://hardwarepodcasts.com/podcast/embedded-fm/2014-06-03-bonus-from-solid-con) (Embedded.fm)
- [417: I Don't Know How My Brain Works](https://hardwarepodcasts.com/podcast/embedded-fm/2022-06-16-417-i-dont-know-how-my-brain-works) (Embedded.fm)
- [Code-Based PCB Design with AI: Inside atopile](https://hardwarepodcasts.com/podcast/ontrack/2026-06-23-code-based-pcb-design-with-ai-inside-atopile) (OnTrack)

## Citing this page

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