Continuous red-teaming + safe routing for enterprise GenAI.
Test models before and after deployment, track regressions, and route requests to safer options when risk rises.
product
Continuous red-teaming + routing — built for enterprise GenAI.
Attack at scale
- Automated adversarial testing across models, prompts, tools, and agents
- Custom attack library + regression suites
- CI/CD integration and scheduled runs
Route safely
- Automated adversarial testing across models, prompts, tools, and agents
- Route by use case, risk, cost, latency, and compliance requirements
- Fail safe: block or fall back when risk rises
Prove it
- Audit-ready reports with severity, reproduction, and mitigation guidance
- Evidence trails for governance and incident response
- Exports to Jira, SIEM, and APIs/webhooks
product
Reference architecture
Apps/Agents
SnowCrash Router
LLM providers
Continuous Red Teaming Engine evaluates models and integrations and feeds findings into the Quality Control Platform and routing policies.
Continuous Red Teaming Engine
- Pre-deploy and post-deploy evaluation (continuous, automated)
- Holistic testing: jailbreaks, data leaks, tool abuse, prompt injection, unsafe behaviors and other design defects
- Custom attack library + reproducible test cases
- Regression testing when models, prompts, or tools change
- Outputs evidence and prioritized findings
Quality Control Platform
- Centralized dashboard of findings, evidence, and history (by model, version, use case)
- Defect/vulnerability database with reproduction steps and mitigations
Model Safety Router
- Inline gateway between apps and LLM providers
- Policy enforcement (which models can do which tasks, with which tools)
- Dynamic routing to safest-effective model for the request
- Tool controls and safe defaults; fail closed when necessary
- Optional routing for cost and performance (when safe)
product
Deployment options
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Cloud
Customer VPC
On-prem
Security notes: encryption in transit/at rest, configurable retention, and enterprise access controls (RBAC/SSO/SAML and audit logs) as part of the security roadmap.
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