Stop using your customers as your AI guardrails. 
 
Over 80% of high-risk AI efforts stall before scaling. The problem? One-time security audits and isolated adversarial tests don't predict real-world failures. 
 
Optica Labs is the AI assurance layer that turns risk into acceleration. 
 
Unlike consulting firms with one-time security audits or adversarial testing tools that test in isolation, Optica labs provides continuous testing infrastructure. We evaluate real-world scenarios and behavioral patterns across pre-build, pre-deployment, and production. Cumulative risk scoring identifies which models face the lowest risk from guardrail erosion, diagnoses your greatest risk concentrations, and delivers full compliance traceability.  Deploy faster. Iterate safely. Scale responsibly. 
 
Named Top 20 Dual-Use Tech Startup.  
 
Prevention over reaction. Safety enables speed.

Optica Labs Inc

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