Navigate the complexities of AI infrastructure costs with ZOLIX. From initial dimensioning with AI Planner to deep operational tuning with AI FinOps, we ensure your AI investments deliver maximum ROI.
AI Planner
GPU Sizing
Accurately forecast whether your workload requires H100s, A100s, or if cost-effective L4s will meet your latency requirements.
AI Planner
TCO Modeling
Compare the Total Cost of Ownership between managed APIs (OpenAI, Anthropic) versus self-hosted open-source models.
AI FinOps
VRAM & Token Optimization
Monitor real-time GPU VRAM utilization to prevent hoarding. Track KV cache hit rates to implement semantic caching.
AI FinOps
Vector DB Rightsizing
Optimize memory vs. disk tiering for RAG pipelines to ensure fast retrieval without overpaying for RAM.