Deep-Tech AI FinOps & Semantic Circuit Breakers 

AdapaAi sits at the edge of your enterprise infrastructure.
Don’t see your data.
Only analyze the mathematics of the AI request.
Predict & intercept catastrophic logic loops before they are ever sent to the cloud.

Stop paying for runaway AI agents and buggy prompts. AdapaAi middleware acts as a financial circuit breaker, instantly stopping "Toxic Compute". Because we operate strictly with mathematical vectors, your proprietary data never touches our servers, ensuring absolute compliance with global privacy regulations (including the EU AI Act and GDPR).

• For Enterprises: Eliminate unpredictable cloud bills.

• For Startups: Stop burning subsidized cloud credits on architectural errors to extend your runway.

The Anti-Greed Pricing Model 

$0 Setup Fees. $0 Per-Seat Licenses.
We believe infrastructure governance shouldn't be a fixed liability. Our pricing is 100% performance-based. You pay absolutely nothing up front. We only charge a micro-fraction of the physical, mathematically proven cloud savings we recover for you. 

Optimizing Cloud Capacity for Hyperscalers 

Our goal at AdapaAi is not to reduce cloud consumption; our system is built to eliminate toxic consumption.

 When buggy startup algorithms or failed enterprise agents get trapped in "Silent Failures," they lock up premium GPU racks (such as H100S) at maximum thermal load without generating business value.

 Our working hypothesis is that mathematically intercepting these dead-end loops could save cloud providers millions in electrical OPEX and severe hardware degradation. AdapaAi is designed to free up locked server capacity, enabling Hyperscalers to reallocate those pristine servers to large, high-paying enterprise workloads.