Overview
We delivered an end-to-end AI Inference Enablement Platform tailored for on-premise environments, enabling organizations to evaluate, deploy, and operationalize GenAI workloads on both CPU-based systems and high-performance accelerator hardware. The platform supports on-prem GenAI inference by simplifying pre-deployment decision-making, streamlining post-deployment onboarding, and providing ready-to-run workflows and blueprints that demonstrate practical, production-ready AI capabilities.
Technology Stack
● Accelerator-enabled single-node compute environment
● Terraform (Infrastructure as Code)
● Containerized AI microservices
● Ubuntu and RHEL operating systems
● Python-based AI workloads
Details
Inference-First Platform for Enterprise GenAI
Cloud2 Labs delivered a comprehensive AI inference enablement solution designed to help teams adopt GenAI workloads efficiently, reliably, and at scale. The solution provides:
- A validated environment for running AI inference workloads on accelerator-enabled hardware
- Validation of a set of GenAI models on both GPU and CPU, ensuring performance
and compatibility across platforms - A repeatable installation and configuration framework that simplifies deployment
for both Enterprise Inference components and GenAI models.
Production-Ready AI Blueprints, Not Demos
A library of starter workflows showcasing end-to-end AI applications, including:
- Standard RAG (Retrieval-Augmented Generation) blueprint
- Code generation workflow blueprint
- Document summarization AI blueprint
- Code translation AI workflow blueprint
- Multi-Agent Q&A workflow blueprint adapted for the validated GenAI models
- Hybrid search blueprint
- Document generation blueprint
- Unified AI documentation covering deployment, usage, and customization
This delivery now serves as a core reference platform, enabling organizations to accelerate AI adoption with minimal friction and maximum clarity.