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Plug in your models, agents, tools, and data sources.
To compete, companies will use AI. To safely deploy AI, they will turn to SnowCrash Labs.
Continuous simulated attacks, real-time behavior monitoring, and intelligent model routing — built for enterprise AI deployments. 72% of security leaders say a lack of assurance is the top barrier to deploying AI at scale. We fix that.
Trusted by security teams, engineers, and executives at leading enterprises
Logos shown for illustrative purposes; not endorsements.
What SnowCrash delivers
Continuous Security Testing
Automated attack simulations, custom vulnerability libraries, and always-on production monitoring
Quality Control Platform
Evaluations and benchmarks, known vulnerability database, and audit-ready evidence for compliance
Safety Router
Sends each request to the safest capable model, enforces your policies, and blocks when risk rises
Why now
AI models change weekly. Every upgrade, fine-tune, or new tool can shift behavior in ways no one predicted — from leaking sensitive data to taking unauthorized actions. Most failures are found after launch, when the damage is done. SnowCrash finds vulnerabilities before attackers do, catches hidden model behaviors like deception and bias, and automatically routes requests to safer options when risk rises.
Common failure modes we cover
- Jailbreaks and policy bypass
- Prompt injection (especially in tool-using agents)
- Data exposure via retrieval (RAG), plugins, or tool outputs
- Unauthorized or unintended tool/agent actions (e.g., tickets created, emails sent, code executed)
- Unsafe or non-compliant outputs (harassment, self-harm, illegal instructions, intentional sabotage)
- Model drift and regressions after vendor updates
- Wide variance across models (strong at some tasks, unsafe or weak at others)
How It Works
01
02
Attack
Run automated adversarial suites and custom attack libraries.
03
Measure
Score risk and quality; capture reproducible evidence.
04
Route
Enforce policy and route to the safest-effective model (fail safe when risk rises).
05
Report
Generate audit-ready findings and send alerts/tickets to your workflow.
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