Make Continuous AI Pentesting Economically Sustainable

Use frontier models when their capability matters, route routine work to efficient models, and run high-volume testing on your own Secure AI Factory. Prancer's Model Router balances capability, cost, latency, privacy and policy.

The right model for the right test

Deterministic execution (no model, no token cost), efficient AI models, frontier cyber models such as Mythos, and private/local models feed the Model Router. SwarmHack executes; evidence decides.

From metered AI usage to continuous security infrastructure

Illustrative scenario: quarterly testing may favor hosted models; at 52 tests per year, customer-owned AI infrastructure can lower illustrative 3-year cost by about 59%. Actual economics vary.

Use the AI infrastructure you already own

Prancer can run as another workload on customer-controlled GPU environments. The Secure AI Factory runs compatible private, open-weight and local models; frontier models are accessed through their provider.