AI Edge

Run AI Closer to the Data
with Sub-10ms Edge Infrastructure

Deploy low-latency AI workloads across India with GPU-ready zones.
Hosted on India's first AI-native, datacenter platform.

Inference Where It Matters Most

RackBank AI Edge infrastructure brings AI inference closer to where data is
generated at the edge. With sub-10ms latency, power efficient GPU nodes,
and secure routing, it enables real-time decision making for vision AI,
autonomous mobility, and location aware intelligence.

Benefits of RackBank AI Edge Platform

Ultra-Low Latency Inference

  • Edge zones optimized for <10ms round-trip latency
  • Ideal for real-time AI workloads like video analytics and object detection
  • Deployed in metro and Tier-2 cities across India

Compact, Efficient GPU Nodes

  • Right-sized GPU deployments (5-30 kW) for edge use cases
  • AI-optimized compute for inference, not heavy training
  • Space and power-optimized with intelligent thermal management

Sustainable & Sovereign

  • Edge zones powered by renewable energy + local grid redundancy
  • Liquid + hybrid cooling with low PUE
  • Fully India-hosted for compliance and data sovereignty

What We Offer

Our AI Edge Services

Edge GPU Nodes

  • Optimized for inference-based workloads
  • Supports compact GPU clusters and containerized deployment
  • Seamless integration with your existing ML stack

Edge-Ready Power & Cooling

  • 5-30 kW rack density at compact sites
  • Immersion or direct liquid cooling for thermal efficiency
  • Tailored cooling design based on the local environment

Metro & Tier-2 Edge Zones

  • Jaipur, Nagpur, Bhopal, Kolkata, Guwahati and upcoming DCx zones
  • Telco-neutral fiber for sovereign routing
  • Easily deployable for retail, mobility, and industrial AI

The RackBank Advantage

What We Offer

Features

The RackBank Advantage

Real-time AI execution

Sub-10ms latency edge zones

Lightweight but powerful compute

Compact GPU node design (5-30kW racks)

Nationwide inference scaling

Metro + Tier-2 edge zones, deployable anywhere

Green + Efficient AI hosting

Liquid cooling + renewable power, even at the edge

Local compliance + sovereignty

Hosted in India, ISO & regulatory ready

Frequently Asked Questions

Find answers to common questions about our AI infrastructure services,
project process, and technical expertise.

What is RackBank's AI Edge service?

RackBank's AI Edge platform is a service designed to bring AI inference closer to the source of data generation. It provides a distributed network of compact, efficient GPU nodes in metro and Tier-2 cities across India, optimized for real-time AI workloads that require ultra-low latency

What are the main benefits of using RackBank's AI Edge service?

The primary benefits include ultra-low latency, with edge zones optimized for sub-10ms latency for real-time applications like video analytics and object detection. The service also offers compact, power-efficient GPU nodes, is built on a sustainable and sovereign platform, and is designed for nationwide scalability.

Where are RackBank's AI Edge zones located?

RackBank has deployed AI Edge zones in metro and Tier-2 cities across India, including locations like Jaipur, Nagpur, Bhopal, Kolkata, and Guwahati. These zones are strategically placed to provide low-latency connectivity to local businesses and users.

What kind of AI workloads are best suited for the AI Edge platform?

The AI Edge platform is specifically optimized for inference-based workloads, which are tasks that involve running a trained AI model to make predictions or classifications. It is ideal for real-time applications where data needs to be processed quickly and locally, such as in retail, manufacturing, and smart cities.

How does RackBank ensure sustainability for its AI Edge services?

RackBank's AI Edge services are committed to sustainability by using renewable energy and local grid redundancy to power the infrastructure. The compact sites also utilize liquid or hybrid cooling technologies tailored to the local environment, which helps achieve a low PUE (Power Usage Effectiveness) and reduces the environmental impact.

What are the technical specifications of the AI Edge GPU nodes?

The AI Edge deployments are right-sized for edge use cases with rack densities ranging from 5–30 kW at compact sites. The GPU nodes are optimized for inference and are designed to be space and power-efficient.

How does RackBank's AI Edge platform address data privacy and compliance?

By being fully hosted in India, RackBank's AI Edge platform ensures data sovereignty and compliance with local regulations, making it a secure choice for businesses that need to keep their data and AI operations within the country's borders.

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