# Inside AI's Transformation of the Physical Economy with Motive

Page: https://stenobird.com/podcast/product-talk-216178/inside-ai-s-transformation-of-the-physical-economy-with-motive
Text version: https://stenobird.com/podcast/product-talk-216178/inside-ai-s-transformation-of-the-physical-economy-with-motive.md
Podcast: [Product Talk](https://stenobird.com/podcast/product-talk-216178)
Published: 2026-07-03T11:59:00+00:00
Episode link: https://productsthatcount.libsyn.com/inside-ais-transformation-of-the-physical-economy-with-motive
Audio file: https://traffic.libsyn.com/secure/productsthatcount/Amish_Babu_Podcast_Audio_Version.mp3?dest-id=302280
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JSON: https://stenobird.com/v1/public/podcasts/product-talk-216178/episodes/inside-ai-s-transformation-of-the-physical-economy-with-motive
Duration seconds: 1634

## Resource

What does it take to build AI when failure means someone gets hurt? In this episode of the CPO Rising series, hosted by CentralSquare Technologies CPO Denise Hemke, Motive CTO Amish Babu will be speaking on the unique engineering and product challenges of building AI for the physical economy fleets, construction sites, and high-stakes environments where milliseconds matter and hallucinations aren't a product flaw, they're a safety crisis. He also shares how Motive's AI dash cam has helped prevent over 170,000 accidents since 2023 and what SaaS product leaders consistently get wrong about building for the physical world.

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## Transcript

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