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AI Governance in Practice: Applying the OWASP Top 10 for LLM Applications 2025

A step-by-step governance and engineering playbook for OWASP LLM01–LLM10—controls, evidence, tests and release gates you can follow while building and assuring generative AI systems.

AI Playbook2026-07-1919 min readadvanced

Executive takeaway

A step-by-step governance and engineering playbook for OWASP LLM01–LLM10—controls, evidence, tests and release gates you can follow while building and assuring generative AI systems.

In this briefing

  1. Key ideas
  2. Practical implications
  3. What to do next

Why it matters

Use this briefing to decide whether to deep-dive the full article for your current delivery problem.

Risk and ComplianceConsultantProduct ManagerStudentAI Engineer

Turn insight into action

Read the full analysis, then continue into a playbook or framework.