2026-07-13 · 2026-Q3
Orca Security 2026 State of AI Security Report
Outside the model: ContextAgent tooling was not the attack surface, so no layer applies.
- Fixable
- Unknown
- Vendor response
- Unknown
- In the wild
- No
- Actor
- Not applicable
Target
Cloud AI deployments across hundreds of thousands of scanned enterprise environments
Impact
The report finds AI security debt piling up. 99.9% of AI-related vulnerability alerts that have an available fix remain unpatched; 81.2% of companies running AI packages carry at least one known vulnerability and 74.1% at least one critical CVE; 56% of AI adopters have pushed agent frameworks to production; 64% run vector databases (RAG users average 3.78 of them); and about 30% store at least one AI key insecurely
Root cause
Rapid AI adoption outpacing patching, key hygiene, and encryption, with agent frameworks and vector stores deployed faster than they are secured
Sources
Catalog
Cite this: AgentProv incident record: Orca Security 2026 State of AI Security Report (2026-07-13). https://agentprov.com/incidents/2026-07-13-orca-security-2026-state-of-ai-security-report