# From Tribal Knowledge to AI: Practical Manufacturing Applications That Work

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Podcast: [The Smart Factory Podcast: Powered by Catalyst Connection](https://stenobird.com/podcast/the-smart-factory-podcast-powered-by-catalyst-connection-7830112)
Published: 2026-06-15T16:51:00+00:00
Episode link: http://sites.libsyn.com/607660/from-tribal-knowledge-to-ai-practical-manufacturing-applications-that-work
Audio file: https://traffic.libsyn.com/secure/03bcd7a1-2ea7-4b2a-8b0c-6f0080f72039/Smart_Factory_Podcast_-_Adam_Marsh_x_Matt_Holjes_FINAL_MP3_061026.mp3?dest-id=5293040
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Duration seconds: 1532

## Resource

Artificial intelligence is creating new opportunities for manufacturers to improve productivity, preserve workforce knowledge, and streamline operations without major capital investments. In this episode, Adam Marsh of Ledge discusses how manufacturers are using AI to support quality management, quoting, scheduling, contract review, and digital work instructions. The conversation explores strategies for capturing tribal knowledge before experienced workers retire, avoiding common AI implementation pitfalls, and building a practical roadmap that delivers measurable business value. Adam also shares why AI may be one of the most accessible entry points into Industry 4.0 for small and medium-sized manufacturers.

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