# Why Your AI Tools Keep Failing — And the Fix Is Simpler Than You Think | Marvin Martinez, Bandsaw AI

Page: https://stenobird.com/podcast/localization-fireside-chat-6037984/why-your-ai-tools-keep-failing-and-the-fix-is-simpler-than-you-think-marvin-martinez-bandsaw-ai
Text version: https://stenobird.com/podcast/localization-fireside-chat-6037984/why-your-ai-tools-keep-failing-and-the-fix-is-simpler-than-you-think-marvin-martinez-bandsaw-ai.md
Podcast: [Localization Fireside Chat](https://stenobird.com/podcast/localization-fireside-chat-6037984)
Published: 2026-06-01T13:42:29+00:00
Episode link: https://localization-fireside-chat.simplecast.com/
Audio file: https://injector.simplecastaudio.com/c8aa31f0-d844-41b4-b47c-0f62cf9a13ca/episodes/884a7598-1d99-4745-bfb5-064b85511525/audio/128/default.mp3?aid=rss_feed&awCollectionId=c8aa31f0-d844-41b4-b47c-0f62cf9a13ca&awEpisodeId=884a7598-1d99-4745-bfb5-064b85511525&feed=1okyeol6
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Duration seconds: 3177

## Resource

Marvin Martinez, founder of Bandsaw AI, breaks down why most AI implementations fail and shares the practical difference between a tool, a workflow, and an AI agent — with real deployed examples from a locksmith, a staffing firm, and more.

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## Transcript

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