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AI Ramp™ Accelerate is a software-defined runtime interposition layer that sits between AI frameworks and GPU runtime libraries to optimize performance without requiring code changes. It is not a model, compiler or framework, but infrastructure that enables zero-code migration and predictive execution. The solution is hardware-agnostic, supporting both AMD and NVIDIA environments for seamless acceleration across platforms.