AI Lab as a Service

Introduction:

Artificial Intelligence is transforming industries, and equipping students with AI skills is vital for

their success in a competitive world. However, setting up an on-premises AI lab in colleges is

becoming increasingly challenging due to the rapid advancements in AI technology, the high

costs of GPUs, and the specialized infrastructure requirements. To address these challenges,

E2E Cloud introduces AI Lab as a Service (AILaaS)—a scalable, customizable, and

cost-effective solution for colleges and universities.

Why Choose AILaaS Over On-Prem AI Labs?

1. Rapid Technological Advancements: GPUs evolve every two years, making on-prem

labs obsolete quickly.

2. High Costs: GPUs and supporting infrastructure, such as specialized cooling and power

systems, involve significant capital expenditure.

3. Maintenance Challenges: Maintaining AI hardware requires skilled system

administrators who are difficult to find and retain.

4. Scalability and Flexibility: Unlike static on-prem labs, AILaaS can grow with your

institution's needs, accommodating up to hundreds of students or researchers.

AILaaS Features

1. Customizable Packages:

○ Packages tailored for 50, 100, or 200 students, providing flexibility based on

your college's requirements.

2. Cutting-Edge Technology:

○ Access to the latest NVIDIA GPUs (e.g., H100, H200) with slicing and dynamic

allocation.

○ Dedicated resources for professors during non-academic periods for their

research.

3. AI/ML Platform – TIR:

○ Pre-configured datasets and models for hands-on learning.

○ Tools for inference, retrieval-augmented generation (RAG), and pipelines to

build complete AI agents.

4. Student-Friendly Infrastructure:

○ User-friendly interface ensuring a smooth learning curve.

○ Scalability for individual or group projects.

5. Cost-Effectiveness:

○ Pay-as-you-go model ensures colleges pay only for what they use.

○ Significant savings compared to the cost of setting up and maintaining an

on-prem lab.

TIR: AI/ML Platform:

The TIR AI/ML Platform is a comprehensive, end-to-end solution designed to simplify

and accelerate AI/ML development workflows. With a user-friendly interface and

powerful tools, TIR empowers students, developers, researchers, and enterprises to

build, deploy, and manage advanced AI/ML projects with ease.

TIR Capabilities

1. Pre-Built Images:

○ Quickly launch pre-configured environments like PyTorch, NeMo,

RAPIDS, and Diffusers with a single click.

○ Flexibility to start with a Base OS image for custom configurations.

2. RAG Knowledge Base Setup:

○ Easily set up Retrieval-Augmented Generation (RAG) knowledge bases

and chat assistance in just a few minutes.

3. Dataset Management:

○ Create and manage datasets seamlessly within TIR, enabling

cross-project accessibility for enhanced collaboration and efficiency.

4. Inference Engines and Model Endpoints:

○ Effortlessly create model endpoints using advanced inference engines like

vLLM, TensorRT, Llama Instruct, TorchServe, and NeMo RAG Service.

5. Advanced Tools:

○ Inference Playground: Experiment and refine AI models with a hands-on

testing environment.

○ VectorDB Integration: Enables efficient search and retrieval of vectorized

data.

○ GenAI Studio: Streamline the creation of generative AI models and

applications.

○ Pipelines and Data Syncer: Automate workflows and synchronize data

effortlessly for a fully integrated AI solution.

Why TIR?

The TIR AI/ML Platform is built to be industry-ready, equipping students with all the

necessary tools for modern AI/ML tasks. Whether it’s dataset management, model

deployment, or creating sophisticated pipelines, TIR reduces complexity, saves time,

and ensures scalability, making it an ideal platform for both academia and enterprise

use cases. Start building with TIR today and unlock the potential of AI/ML like never

before!

Pricing

Conclusion

AILaaS from E2E Cloud is a transformative solution for engineering colleges looking to

provide their students with world-class AI learning opportunities. By leveraging

cloud-based infrastructure, colleges can overcome the challenges of setting up and

maintaining AI labs on-premises, while preparing students and faculty to excel in the

age of AI.

Let’s collaborate to bring cutting-edge AI education to your institution.

Contact Us Today to Learn More:

Name: Souvik Bose(Cloud Consultant)

e:souvik.bose@e2enetworks.com

phn no:+91 9907253705