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Help Net Security

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The IT and security field guide to AI adoption | Tines
Help Net Sec · 2026-05-12 · via Help Net Security

What you'll learn:

  1. A practical framework for evaluating tools beyond the demo
  2. A step-by-step approach to selecting tools that hold up in production
  3. Key questions to pressure-test vendors before committing
  4. Human-in-the-loop best practices for safe, scalable AI
  5. Real examples of how teams at Udemy, Canva, Jamf, and Vimeo are using AI to reduce workload and improve consistency

Guide

Read the guide now

What you'll learn:

  1. A practical framework for evaluating tools beyond the demo
  2. A step-by-step approach to selecting tools that hold up in production
  3. Key questions to pressure-test vendors before committing
  4. Human-in-the-loop best practices for safe, scalable AI
  5. Real examples of how teams at Udemy, Canva, Jamf, and Vimeo are using AI to reduce workload and improve consistency

Security and IT teams are under pressure to adopt AI, but many are seeing the opposite of what was promised.

Tools that demo well don’t hold up in real workflows. Complexity increases. Trust breaks down. And instead of reducing workload, AI can introduce new risks and oversight burdens.

This guide breaks down why AI adoption fails in practice and gives teams a clearer path forward, from evaluation to implementation, with humans in the loop.