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Farhan Munir
Farhan Munir

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The Practical Path to Operational AI: Start With a Minimum Viable Foundation

AI experiments can demonstrate capability, but operational AI requires a stronger foundation.

This FAMRO guide covers a practical path to production by focusing on:

  • Trusted enterprise context
  • Secure system connectivity
  • Identity and permissions
  • AI governance
  • Observability and auditability
  • One bounded, measurable workflow

Instead of rebuilding the entire technology stack first, teams can establish a Minimum Viable Foundation around a high-value use case and expand from there.

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The Practical Path to Operational AI: Start With a Minimum Viable Foundation

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ai enterpriseai agenticai architecture aigovernance

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