Back
AI-Powered Cloud FinOps Solutions
Executive Summary
AI workloads are the new frontier of cloud waste. ZOLIX AI provides the only Sovereign AI FinOps engine for the LLM era, analyzing token-level attribution and H100/A100 cluster rightsizing.
Strategic Objectives
01
Token Attribution
Mapping every LLM inference call to a specific user or business unit.
02
GPU Density Tuning
Maximizing VRAM utilization to prevent unnecessary cluster scaling.
03
Model TCO Analysis
Comparing managed API costs vs. self-hosted open-source models.
Technical Architecture
The ZOLIX Advantage
Token-level attribution and H100/A100 cluster rightsizing.
30% increase in inference throughput per dollar.
Targeted Efficiency Gain
9B Parameter C2O Model
SOC2 Type II Compliant