AI Infrastructure Services for Universities & Research

Design, deploy and operate world-class GPU clusters, research workstations and data-center grade AI environments on your campus — from starter AI labs to full AI Centers of Excellence.

Talk to our AI Infrastructure Team

Campus-scale AI infrastructure strategy, deployment & support

We help universities, research institutions and defence R&D organizations plan and execute GPU-first environments—from teaching labs to national Centers of Excellence. Our team brings deep experience in datacenter design, GPU cluster deployment, MLOps tooling and long-term operations.

Dimensionleap × SEC Industries

AI Infrastructure Packages for Every Stage

Choose a turnkey package or use it as a starting point for a custom AI Lab configuration.

Starter AI Lab

₹2.0 – 2.5 Cr

For colleges introducing AI and building their first GPU-powered lab.

What You Get

1× GPU Server (4× NVIDIA A40 GPUs)
5× Workstations (RTX 4090 / A6000)
1× CPU Node
20 TB NVMe Storage
10–25 Gbps Networking
300–400 sq ft setup with tables, chairs, AC & safety
Preinstalled AI stack: PyTorch, TensorFlow, JupyterHub, MLflow, Docker

What You Can Do

Teach AI/ML, DL & GenAI fundamentals
Fine-tune LLMs up to ~7B parameters
Train CV/NLP models
Host student hackathons

Research AI Lab

₹4.5 – 5.5 Cr

For universities serious about research & PhD programs.

What You Get

2× GPU Servers (8× NVIDIA A100 GPUs total)
10× Research Workstations
2× CPU Nodes
50 TB NVMe SAN
100 Gbps Networking
800–1000 sq ft research zone with AC + racks
Distributed training & MLOps stack (FSDP, DeepSpeed, MLflow, SLURM/Ray)

What You Can Do

Train/fine-tune LLMs up to ~13B
Multimodal AI (vision + language)
Publish research (NeurIPS, ACL, CVPR)
Run industry-funded research & govt grants

AI Center of Excellence (CoE)

₹8 – 10 Cr

For national-level AI leadership.

What You Get

4× GPU Servers (16× NVIDIA H100 GPUs)
15× Research Workstations
10× CPU Nodes
100 TB NVMe Cluster
HDR/NDR InfiniBand fabric
1500–2000 sq ft enterprise-grade datacenter
Hot/cold aisle containment, dual CRAC cooling, raised flooring
Enterprise-grade AI & MLOps (KubeFlow, vLLM/TensorRT, Vector DB)

What You Can Do

Train 30B+ LLMs
Run speech/video/image multimodal AI
Collaborate with industry & govt
Host national AI missions
Incubate deep-tech AI startups

Need a Custom AI Lab Configuration?

Every university has unique academic, research and infrastructure needs.

Get a custom quote tailored to your space, budget and research ambitions.

Email: admin@dimensionleap.com

Request a Custom Quote