📋
AI Pre-Production Review Checklist
22 failure modes AI generators ship into production code, in 7 categories — with detection signals and mitigations.
Type: HTML · Lang: EN/HE/RU · 22 patterns
↗ Direct preview (EN)
🚨
AI Incident Response Playbook
14 production AI incident classes with detection signals, triage actions, communication templates, root cause patterns.
Type: HTML · Lang: EN/HE/RU · 14 incident classes
↗ Direct preview (EN)
📊
AI ROI Benchmarks Dataset
25 anonymized AI implementation outcomes across 5 verticals. Intervention type, scope, deflection %, savings, revenue uplift, payback months. With aggregates by vertical.
Type: JSON · CC-BY-4.0 · 25 outcomes + aggregates
↗ Direct download (JSON)
🎯
Enterprise AI Prompt Patterns Library
20 production-tested system prompts across 10 categories: scope control, citation, format, safety (injection defense), multi-turn, language, UX, RAG, tool use, compliance.
Type: JSON · CC-BY-4.0 · 20 patterns
↗ Direct download (JSON)
💰
AI Implementation Cost Benchmarks
Realistic cost ranges by vertical × scope (MVP / full / enterprise) in USD/EUR/ILS/RUB. Implementation, monthly operational, year-1 total. Compliance overhead %.
Type: JSON · CC-BY-4.0 · 15 cost tiers
↗ Direct download (JSON)
🔍
AI Vendor Due-Diligence Checklist
60 vendor-evaluation questions across 8 dimensions. The architect's interpretation of typical evasive answers + verification steps to validate vendor claims independently.
Type: JSON · CC-BY-4.0 · 60 questions, 8 dimensions
↗ Direct download (JSON)
⚠️
AI Code Failure Modes Catalog
Categorized catalog of failure modes AI assistants commit silently in code — with the architect's checklist for catching each at code review.
Type: JSON · CC-BY-4.0 · 7 categories
↗ Direct download (JSON)
📚
AI Use Case Catalog
Enterprise AI use cases organized by industry × department. Each entry: problem, AI capability, typical ROI signal, common pitfalls.
Type: JSON · CC-BY-4.0
↗ Direct download (JSON)