As AI inference shifts from a one-time training investment to a recurring, high-demand operational necessity, organizations face the critical challenge of optimizing performance at scale. Keysight’s AI Inference Builder (KAI-IB) serves as the definitive solution for this inflection point, enabling teams to move beyond generic testing. By generating high-fidelity, industry-specific LLM traffic that mirrors real-world user behavior, Keysight’s software allows engineers to validate full-stack infrastructure under production-like conditions. This powerful software-driven approach identifies bottlenecks, optimizes scalability, and ensures efficient resource utilization, ultimately empowering organizations to deploy robust, high-performance inference services with confidence and precision.

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