About
The public intelligence service for AI failures.
AIBlindspot shows leaders where AI is failing, so theirs does not fail next. Every incident is real, sourced, and classified — 1,296 case studies and counting. Built by Velinor, part of the Velinor AI Leadership Suite.
How it works
The Framework
48 blindspots · 8 categories
The AI Blindspot Framework names the failure modes boards miss — across Business, Operations, Human, Governance, Technology, Data, Security, and Environment. Every incident in the database is mapped to one.
Explore the Framework →
The Methodology
How cases are classified
How incidents are sourced, verified, classified against the taxonomy, severity-scored, and rolled up into the per-category Risk Index — including what we will not publish.
Read the Methodology →
What you can do here
- Browse the evidence — the case study database and the live Risk Index dashboard, free.
- Test your own use case — a board-ready scorecard: EU AI Act risk class plus your top blindspots. Three per day on a free account.
- For parents and schools — incidents involving children and classrooms, explained in plain English at Parents & Schools.
- Go deeper with Velinor — a Velinor AI Audit maps the framework to your AI portfolio in a working session with our team.
National Security — the Defence tier
The public database tracks AI that fails by accident. AIBlindspot National Security tracks AI used as a weapon: state-sponsored AI operations, AI-enabled disinformation, adversarial attacks on AI systems, autonomous weapon incidents, AI-assisted cyber attacks, and dual-use misuse.
It is a separate intelligence product for defence-sector subscribers: a dedicated case library with threat actor and capability analysis, a category-level threat index with 30-day trends, and one-page PDF briefings for leadership. Access is exclusive to the Defence tier — talk to Velinor about access.
Beyond accidental failureNational Security
We also track 20 hostile uses of AI.
The public database covers AI that fails by accident. AIBlindspot National Security — exclusive to the Defence tier — tracks AI used as a weapon, mapped by capability:
- State-Sponsored AI Operations
- 6
- AI-Enabled Disinformation
- 5
- Adversarial Attacks on AI
- 0
- Autonomous Weapon Incidents
- 1
- AI-Assisted Cyber Attacks
- 5
- Dual-Use AI Misuse
- 3