Infrarails vs VerifyWise
Governance is Not Enough
VerifyWise governs AI after deployment. Infrarails evaluates, guards, monitors, AND governs — in real time.
Feature-by-Feature Comparison
How Infrarails and VerifyWise compare on the capabilities enterprises need for AI trust and safety.
| Capability | Infrarails | VerifyWise |
|---|---|---|
| ML-Based AI Evaluation | Industry-leading evaluators, calibrated | Single "Judge LLM" |
| Real-Time Guardrails | Pre-inference gate, safety gate, TrustProxy | Not available |
| AI Gateway (LLM Routing) | 6 providers, marketplace | Not available |
| Compliance Frameworks | 50+ (EU AI Act, ISO 42001, NIST, etc.) | 24+ |
| Calibrated Scoring | Calibrated scoring, ensemble decision engine | Undisclosed |
| Accuracy Methodology | Calibrated (held-out benchmark, methodology under NDA) | None published |
| Shadow AI Discovery | Cloud, code, network scanning | Library detection (80+) |
| On-Premises Deployment | Docker Compose + Helm | Available |
| B2C (Consumer Protection) | Infrarails Shield (parents, schools, kids) | Not available |
| Multi-Modal Evaluation | Image, audio, video, document | Not available |
| SDKs | Python + TypeScript | Not available |
| Browser Extension | 4 browsers | Not available |
| Continuous Monitoring | Drift detection, PagerDuty, Slack | Audit logs only |
| Incident Management | Alerts, escalation, lessons-learned | Basic |
Why Evaluation Depth Matters
Governance platforms check boxes. Evaluation platforms catch risks.
Prompt injection in a support chatbot
A governance platform logs the chatbot exists. Infrarails catches the injection attempt in real time, blocks it before it reaches the LLM, and logs evidence for the audit trail.
Bias in a hiring recommendation model
A governance platform asks if you have a bias policy. Infrarails runs calibrated bias evaluators against actual model outputs, quantifies the risk with confidence bounds, and flags statistical anomalies.
Compliance drift after a model update
A governance platform shows your last assessment was compliant. Infrarails continuously monitors every inference, detects when a model update causes compliance drift, and alerts your team within seconds.
Accuracy You Can Verify
We publish our methodology and share a signed accuracy disclosure under NDA — not a marketing number without measurement context. Ask your governance vendor to do the same.
“Governance tells you what to do. Evaluation tells you what’s actually happening.”
Infrarails does both. In real time.
Comparison based on publicly available vendor documentation, pricing pages, and product materials as of August 2026. Vendor capabilities change frequently — see the vendor's own site for current details.
See It Yourself
Start with a free evaluation. No credit card required. See why teams choose evaluation depth over governance checklists.