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Swamy Gadila

Founder of Friday AI • 22d

Adaptive Plugin: The next efficiency layer for Enterprise GenAI LLM workloads are exploding across finance, healthcare, SaaS, telecom, and government. The hidden drain is token waste from oversized prompts, long documents, and heavy chat histories. Adaptive Plugin cuts 25–40% of tokens using dynamic context resizing, semantic compression, and real-time prompt optimization without losing meaning. Why enterprises care: Major cost reduction for high-volume LLM teams Faster responses without new GPUs Lower compute load and cleaner efficiency Ideal for industries with long-context workflows It’s not a model gateway or manual prompt tweaks. It’s automated token optimization running continuously. The product is built, in internal testing, and moving toward 2026 enterprise pilots before wider commercial release. Adaptive Plugin is Friday AI’s push to make GenAI efficient, affordable, and sustainable at scale.

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