OWASP LLM Top 10 Implementation Playbook for GenAI Product Teams in MENA
64 professional files (6 PDFs + 58 Excel workbooks) | 349+ spreadsheet tabs | 2,730+ rows of structured content | 11 organised folders
Generative AI and large language model systems introduce a new class of risks that traditional security, data, and model governance programmes do not fully cover. Prompt injection, data leakage, hallucination, and model misuse all need structured controls. This playbook operationalises leading references, including the OWASP LLM Top 10, into a working programme.
WHAT YOU GET: A THREE-PHASE JOURNEY
Phase 1: Diagnose. Seven domain assessments (30 questions each, 210 total) score your maturity across Insecure Output Handling, Prompt Injection Defense, Data Privacy Compliance, and related areas. You can complete the Quick Scan diagnostic in under an hour and know exactly where the biggest gaps and opportunities sit.
Phase 2: Set Goals. Five PM template workbooks with roadmaps, RACI matrices, milestone trackers, risk registers, and stakeholder communication plans. These lock in scope, timeline, and accountability before a single line of implementation work starts, which is consistently where programmes succeed or stall.
Phase 3: Implement. Nine operational runbooks and checklists covering incident response, compliance, vendor and third-party handling, and day-to-day operations. Every runbook is built to be followed by a working team, not read and filed. Pro tips, example rows, and common-mistake callouts give you the benefit of hard-won practitioner experience from the first day.
7 DOMAIN ASSESSMENTS (210 QUESTIONS)
• Insecure Output Handling
• Prompt Injection Defense
• Data Privacy Compliance
• Model DoS Prevention
• Supply Chain Vulnerabilities
• Plugin Integration Security
• Excessive Agency Control
9 OPERATIONAL RUNBOOKS
• Autonomous Action Approval Workflow
• Data Privacy Compliance Handoff Protocol
• GenAI Security Audit Integration Checklist
• Incident Response Playbook for LLM Breaches
• Insecure Output Handling Runbook
• Model DoS Prevention Operations Checklist
• Prompt Injection Defense Checklist
• Secure Plugin Integration Checklist
• Third Party Model Risk Evaluation Runbook
The full kit also includes a practitioner-grade library of PM forms spanning all five PMBOK process groups, KPI dashboards, risk and compliance registers, and reference cards. Every template comes pre-populated with domain-specific example data so your team can start editing, not staring at blank rows. You get a consistent operating system across diagnostic, planning, delivery, and sustainment, which is how mature programmes compound improvement year over year.
WHO THIS IS FOR: Enterprise AI programme leaders, chief data and analytics officers, transformation directors, and delivery teams implementing AI at scale.
Aligned with OWASP LLM Top 10.
Instant download. Start your first assessment within the hour.
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Source: Best Practices in GenAI Excel: OWASP LLM Top 10 for GenAI Product Teams in MENA Playbook Excel (XLSX) Spreadsheet, Gerard Blokdijk
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