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The Seven Layers Of An AI Adoption Stack episode artwork

Oct 5, 2026 6 min

The Seven Layers Of An AI Adoption Stack

from The ML LABS Briefing

An AI system depends on more than a model. Work through all 7 layers, from data and models up to outcomes, and the controls that sit under them, to find the layer that is limiting your operation before you buy the easiest one. Omar Trejo speaks in a clone of his own voice. Robert, an AI voice, asks what a buyer would ask. ML LABS writes the script. Read the article: https://mllabs.com/podcast/seven-layers-of-ai-adoption/

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The Seven Layers Of An AI Adoption Stack

0:00 6:30

Chapters

  1. 0:00 Which Layer To Buy
  2. 0:42 Seven Layers At Once
  3. 1:16 Data And Models
  4. 2:05 The Skipped Layer
  5. 3:01 Agents And Workflows
  6. 3:43 Decisions And Outcomes
  7. 4:27 The Controls Layer
  8. 4:49 Who Owns The Middle
  9. 5:25 One Column This Week

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This episode is 6 minutes long.

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This episode was published on October 5, 2026.

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