Risk Center
Automatically identify and mitigate risks in your AI applications with Autoblocks Risk Center.
Overview
Risk Center automatically monitors your AI applications to identify potential risks and provides actionable suggestions for mitigation. Using a credit score-style rating system, it gives you instant visibility into your application’s risk profile.
Automatic Risk Detection
Get instant risk insights with no setup required
Risk Impact Matrix
Visualize impact levels and likelihood of risks
Actionable Mitigation
Receive specific suggestions to improve security
Continuous Monitoring
Monitor risks across all applications in real-time
Key Features
Security Score
Your application receives a score out of 100 based on:
- Test coverage adequacy
- PII protection measures
- Prompt security
- Evaluation completeness
The score updates automatically as you implement suggested improvements.
Risk Impact Analysis
View risks across three dimensions:
- Impact Level (High/Medium/Low)
- Likelihood (Likely/Somewhat Likely/Unlikely)
- Category (Test Coverage/PII/Prompt/Evaluation)
Score Impacts
Risk Center monitors four key areas:
Test Case Coverage
- Compares production usage against test cases
- Identifies coverage gaps
- Suggests new test scenarios
- Enables one-click test case addition
PII Leaks
- Detects potential data exposure
- Monitors LLM interactions
- Identifies unintended data sharing
- Suggests protection measures
Prompt Injection
- Tests prompt security
- Identifies vulnerabilities
- Monitors for harmful outputs
- Provides mitigation strategies
Evaluator Coverage
- Tracks evaluation completeness
- Monitors automated and human review
- Suggests additional evaluation methods
- Ensures comprehensive quality checks
Getting Started
Risk Center activates automatically when you create applications in Autoblocks. No additional setup is required.