AI Failure Intelligence is a structured dataset of 10,000+ real-world AI failure cases — severity scored, root cause analyzed,
Built for AI researchers, red-teamers, safety teams, and LLM developers who need real failure data to build safer systems.
Each case includes:
→ Severity & Priority scoring
→ Root Cause analysis
→ Failure Type classification (14 categories)
→ Recommendations & Key Patterns
Available as PRO subscription or one-time Starter dataset.
Also on Kaggle, HuggingFace, and Zenodo.
