Insight
Comprehensive AI safety evaluation across five pillars—ensuring your AI systems meet safety standards before and during deployment. As the evaluation module of the Lens governance platform, Insight provides scenario-based testing, full evidence logging, and certification-ready compliance reports grounded in international standards.
Comprehensive Safety Evaluation
Insight evaluates your AI systems across five critical dimensions, ensuring complete coverage of safety requirements.
Policy Compliance
Does the agent follow defined policies?
Ensures governance rules are effective
Tool Safety
Are tool invocations safe and authorized?
Prevents unauthorized actions
Data Safety
Is sensitive data protected from leakage?
Maintains data privacy and compliance
Agent Integrity
Does the agent maintain consistent behavior?
Detects persona drift and deception
Misuse Enablement
Can the agent be manipulated for harm?
Identifies vulnerability to adversarial use
Built for Your Team
AI Engineers
"Need to verify safety without slowing down releases"
CI/CD integration for continuous safety testing. Run evaluations as part of your deployment pipeline with configurable pass thresholds and automated gating.
AI Governance Professionals
"Need evidence that policies are actually effective"
Scenario-based testing validates governance rules against real-world attack patterns. Full evidence logging with ethical citations from UN UDHR, GDPR, EU AI Act, IEEE, and NIST.
AI Safety Teams
"Need to verify safety before deployment and catch regressions"
5-pillar evaluation framework with scoring rubrics, model snapshots for reproducibility, and HTML/JSON reports. Eval risk scores feed directly into FireDeck for operational risk visibility.
Complete Testing Framework
Everything you need to verify AI safety before deployment and continuously monitor for regressions.
Evaluation Flow
Create Run
Define scenarios and configure evaluation parameters
Execute
Daemon claims and runs scenarios atomically
Analyze
Full evidence logging with tool call details
Report
Scores and results delivered to stakeholders
Certification-Ready Reports
Generate comprehensive compliance certification reports with a single click.
Available Compliance Packs
- EU AI Act (High-Risk AI Systems) - Article-by-article assessment
- ISO/IEC 42001 - AI Management System certification
- NIST AI RMF - GOVERN, MAP, MEASURE, MANAGE functions
- Canadian AIDA Act - High-impact AI risk + impact assessment kit
- SOC 2 + AI - Trust Services Criteria with AI controls
- GDPR + AI - Data protection for AI processing
Report Features
- Control-by-control compliance scoring
- Evidence collection from Lens, Insight, and Ember
- Gap analysis with prioritized recommendations
- Cryptographically signed attestation
- Evidence package (ZIP) for auditors
Built for Compliance
Insight helps organizations meet requirements across major AI regulations with built-in policy citations and evaluation capabilities.
| Regulation | Requirement | How Insight Helps |
|---|---|---|
| EU AI Act | Human oversight (Art. 14) | HITL workflows for high-risk decisions via Lens integration |
| EU AI Act | Transparency (Art. 13) | Cryptographic audit trail with policy citations |
| EU AI Act | Risk management (Art. 9) | 5-pillar safety evaluation framework |
| GDPR | Data minimization (Art. 5) | Data Safety pillar validates PII handling |
| GDPR | Accountability (Art. 5) | Full evidence logging with tamper-evident records |
| NIST AI RMF | GOVERN, MAP, MEASURE, MANAGE | Full lifecycle governance evaluation |
| Canadian AIDA | Impact assessment | Compliance pack with risk + impact assessment kit |
Our Differentiators
| Feature | Lens + Insight | Alternatives |
|---|---|---|
| Privacy-preserving | Metadata only, no content logging | Full content logging |
| Cryptographic audit | Merkle chain + KMS signing | Database logs |
| Safety evaluation | 5-pillar framework with evidence | Ad-hoc testing |
| Ethical citations | UN, GDPR, EU AI Act, IEEE, NIST | None |
| HITL workflows | Built-in with <2s escalation | Manual |
| Compliance reports | EU AI Act, ISO 42001, NIST AI RMF, AIDA | Manual audits |
Complete with Lens
Insight and Lens together form Veilfire's comprehensive AI governance platform. While Insight provides pre-deployment and continuous evaluation capabilities, Lens delivers real-time policy enforcement in production.