Episode
Why Your AI Tools Keep Failing — And the Fix Is Simpler Than You Think | Marvin Martinez, Bandsaw AI
- Podcast
- Localization Fireside Chat
- Published
- Jun 1, 2026
- Duration seconds
- 3177
- Processing state
not_requested- Canonical source
- https://localization-fireside-chat.simplecast.com/
Actions
POST https://stenobird.com/v1/public/podcasts/localization-fireside-chat-6037984/episodes/why-your-ai-tools-keep-failing-and-the-fix-is-simpler-than-you-think-marvin-martinez-bandsaw-ai/transcription-requests
Idempotently request low-priority transcript generation for this episode.GET 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
Read the agent-friendly Markdown representation of this episode resource.
Summary
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.