Prizmal builds real-time cognitive optimization for the edge — a new class of AI runtime that lets large language models self-regulate compute, memory, and energy per token, based on the complexity of the task. 

Prizmal is designing the world’s first adaptive inference engine, enabling full-scale LLM intelligence to run on mobile, embedded, XR, robotics, and mission-critical devices with: 

(1) Deterministic latency within UI frame budgets 
(2) Dynamic energy throttling based on semantic difficulty 
(3) 2–4× faster inference with preserved reasoning depth 
(4) 2.5-4x lower runtime memory usage 
(5) 40–60% energy-per-token reduction. Instead of smaller models, 

Prizmal delivers smarter models — capable of adjusting their own computational footprint in real time.

Prizmal

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Prizmal

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