AI FinOps

As enterprises move AI from pilot to production, costs are exploding. LLM API tokens, idle GPU clusters, and massive vector database indices are creating a new wave of cloud waste.

ZOLIX acts as a FinOps layer for your AI applications. We track token usage across models, monitor GPU VRAM utilization to prevent hoarding, and recommend semantic caching layers to bypass expensive LLM generation entirely.