CONTEXT
WHO
This project targets VPs of Infrastructure/Cloud Ops managing 2K-10K VMs, aiming to streamline VMware management and reduce operational expenses.
WHAT
Enterprises faced high operational costs and inefficiencies due to manual and fragmented VMware infrastructure management.
WHY
Addressing these inefficiencies unlocked a $33B revenue stream, representing a significant strategic opportunity.
SOLUTION
APPROACH
The project developed VMware Natural Language Interface (VNLI), an AI-powered solution to revolutionize VMware infrastructure management.
HOW IT WORKS
VNLI uses an LLM fine-tuned on VMware documentation to translate natural language queries into vCenter REST API calls.
RESULTS
15-20%
Operational cost reduction
60-70%
ROI by Year 2
$350M-$400M
ARR by 2030.