What are the top 10 risks of deploying ungoverned AI agents?

Answer

1. Data exfiltration — agents accessing and transmitting sensitive data.
2. Prompt injection — adversaries hijacking agent behavior through crafted inputs.
3. Privilege escalation — agents accumulating capabilities beyond their intended scope.
4. Compliance violations — agents making decisions that violate regulations.
5. Bias amplification — agents producing systematically unfair outcomes at scale.
6. Cascading failures — one agent's error propagating through a multi-agent system.
7. Shadow AI — employees deploying agents without IT/security knowledge.
8. Audit gaps — inability to reconstruct what an agent did and why.
9. Vendor lock-in — agent behavior tied to a specific model provider with no portability.
10. Regulatory surprise — regulations enacted faster than your governance can adapt.