Galileo catches problems before deployment. AgentShield catches the ones you can't predict until production.
Galileo is an AI quality evaluation platform focused on testing and scoring before deployment. AgentShield is a runtime governance platform that monitors agent behavior in production.
| Feature | Galileo | AgentShield |
|---|---|---|
| Evaluation | ||
| Hallucination Detection | ✓ core feature | ~ via risk analysis |
| Quality Scoring | ✓ | ✗ |
| Pre-deployment Testing | ✓ | ✓ 57+ adversarial tests |
| Runtime Monitoring | ||
| Real-Time Agent Monitoring | ✗ | ✓ |
| AI-Powered Risk Scoring | ✗ | ✓ |
| Agent Tracing with Spans | ✗ | ✓ |
| Real-Time Alerts | ✗ | ✓ |
| Governance | ||
| Human-in-the-Loop Approvals | ✗ | ✓ |
| Compliance Reports (EU AI Act) | ✗ | ✓ |
| Cost Budgets & Alerts | ✗ | ✓ |
Yes. Galileo is great for pre-deployment evaluation — making sure your LLM outputs meet quality thresholds before going live. AgentShield picks up where Galileo stops: monitoring what agents actually do in production, scoring risk in real-time, and enforcing governance.
Use Galileo to test before launch. Use AgentShield to stay safe after launch.
Pre-deployment testing catches what you predict. Runtime monitoring catches what you can't.