Solutions for the AI Digital Metaverse

The next internet will not only connect people.
It will understand, assist, protect, and empower them.

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Building an Intelligent Internet for Bharat

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Solutions for the Ai Digital Metaverse

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Sovereign
Hosting

Retain full ownership and operational control of your AI stack including model weights, deployment infrastructure and data without reliance on external platforms or proprietary dependencies.
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Secure Communications

Own your communications infrastructure from identities and mailboxes to encryption keys and data residency built for privacy, operational control and independence from surveillance-driven email platforms.
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Perpetual Digital Locker

Preserve your digital assets beyond devices, subscriptions and lifetimes with encrypted, sovereign storage designed for permanent ownership, controlled access and long-term continuity.
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Managed
Services

Preserve your digital assets beyond devices, subscriptions and lifetimes with encrypted, sovereign storage designed for permanent ownership, controlled access and long-term continuity.

Perform At Peak

WE'LL HELP YOU
ACHIEVE YOUR AI GOALS

Get To Market
0 x

Time of Idea To Code

Reduce Cost
0 %

*subject to conditions 

efficiency
0 %

runtime reliability 

Maximize your potential,
get to market faster, focusing
on what you do best
building, training, and serving
AI models.

Compute Power

Compute Power

Get the GPU compute you need for your AI workloads though a Kubernetes-native environment

Big Data

Storage

Flexible, purpose-built storage solutions tailored for AI

Compute Fabric

Networking

High-performance networking for optimal cluster scale-out and connectivity

Managed Services

Managed Services

Lift the management burden with our suite of managed software services

Management

Maintenance

Integrated suite of services for cluster health management and performance monitoring

Platform

Platform

From observability to security to ML tools, our robust platform can help you take on whatever challenges you come across

Start Your AI Journey with
CloudworX™

Sovereign Hosting

Our open, vendor-neutral compute platform that enables organizations to choose the right processor for the right workload. Rather than locking customers into a single hardware ecosystem, we support a broad range of GPU, CPU, and AI accelerator technologies, allowing you to optimize for performance, cost, energy efficiency, and reliability.

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Our architecture intelligently aligns AI workloads, whether training, fine-tuning, inference, analytics, or HPC—with the most suitable compute resources. This workload-first approach ensures maximum performance while minimizing infrastructure costs and avoiding unnecessary overprovisioning. By embracing an open chip ecosystem, CloudworX gives enterprises the flexibility to leverage the latest innovations from multiple hardware vendors, future-proof their AI infrastructure, and maintain the freedom to scale without vendor lock-in.

we help connect the right chipset with an application for reliability, performance & cost.

Match Your AI Requirement

AI Solutions

AI
Workloads

Model Traning

Training large language models (LLMs), vision models, multimodal models, and domain-specific foundation models.

Reinforcment learning

Supervised fine-tuning (SFT), reinforcement learning (RL), reinforcement learning from human feedback (RLHF), preference optimization, and continual model improvement.

Agentic AI

High-performance model inference, Retrieval-Augmented Generation (RAG), AI agents, multi-agent systems, copilots, and autonomous workflows.

Custom Workload

Computer vision, speech AI, recommendation engines, digital twins, scientific computing, simulations, financial modeling, life sciences, engineering.

AI transformation begins with data.

AI is only as effective as the data that powers it. Before deploying models, agents, or GPU infrastructure, organizations need a trusted data foundation. CloudworX helps businesses prepare for AI by building secure, governed, and AI-ready data environments. Our approach starts with consolidating data, improving data quality, establishing governance, implementing secure storage, and enabling high-performance access across the enterprise. This ensures your data is accurate, protected, compliant, and ready for AI workloads.

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Data Storage

From AI-native storage and distributed file systems to object storage and data governance, CloudworX provides the foundational infrastructure that transforms enterprise data into a strategic AI asset.

AI Applications

AI
Workloads

AI Objects

Provides scalable storage for AI models and unstructured data

Distributed File

Enables high-performance access for AI training and HPC workloads.

Vector Database

Stores embeddings for RAG, semantic search, and agent memory. Examples: Milvus, Qdrant.

Metadata Catalogue

Tracks data lineage, ownership, classification, and compliance. Essential for sovereign AI.

VAST

offering unified file and object storage with high throughput and low latency.

Native Storage

elastic, software-defined storage for AI applications and inference workloads.

Edge Compute

distributed compute orchestration platform, enables workloads to run across clusters of machines, whether on cloud, on-premise, edge, or hybrid infrastructure.

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Kubernetes

Kubernetes enables distributed compute orchestration by managing workloads across multiple servers, clusters, edge locations, or cloud environments. It allows applications and AI workloads to run closer to where compute resources are available, making it a key foundation for cloud-native, edge, hybrid, and sovereign AI infrastructure.

Edge Compute

Workload orchestration

Automatically runs containers across available compute nodes

Resource optimization

Matches workloads with available CPU, GPU, memory, and storage

Multi-cloud / hybrid support

supports multi cloud infrastructure agnostic

Automation

Handles deployment, updates, rollback, and self-healing

Scalability

Scales applications up or down based on demand

Security and isolation

separates workloads using namespaces, policies, and access controls

CloudworX™

Get the power of AI for your enterprise

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Hybrid and private cloud solutions for enterprises that need cloud flexibility without giving up control, security, or data sovereignty.
Rashi Kapoor | bharatedge.ai
director of commercial operations

Compute Fabric

distributed compute orchestration platform, enables workloads to run across clusters of machines, whether on cloud, on-premise, edge, or hybrid infrastructure.

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Accelerators

Kubernetes enables distributed compute orchestration by managing workloads across multiple servers, clusters, edge locations, or cloud environments. It allows applications and AI workloads to run closer to where compute resources are available, making it a key foundation for cloud-native, edge, hybrid, and sovereign AI infrastructure.

Accelerator

Graphics Processing Units (GPUs)

Training large models (LLMs) & heavy inference

Tensor Processing Units (TPUs)

Large-scale neural network training & deployment

Application-Specific ICs (ASICs)

Dedicated, ultra-fast specific workloads

Neural Processing Units (NPUs)

On-device AI (smartphones, laptops, IoT)

CloudworX™

Prototype, Test, & deploy in our regulated sandbox

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Hybrid and private cloud solutions for enterprises that need cloud flexibility without giving up control, security, or data sovereignty.
Rashi Kapoor | bharatedge.ai
director of commercial operations

AI Sandbox

AI Sandbox provides a secure, controlled environment for testing AI models, agents, data pipelines, and enterprise workflows before production deployment. It enables organizations to validate performance, security, compliance, cost, and governance while protecting live systems and sensitive data.

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AI Sandbox

AI workloads, runtime acceleration improves execution performance, and the AI Sandbox provides the safe environment to test, validate, and govern AI before production.

AI development
sandbox

Safe experimentation

Test AI models without affecting live systems

Data protection

Use masked, synthetic, or dummy data

Model validation

Check accuracy, hallucination, bias, and reliability

Agent testing

Test AI agents before allowing them to act on real systems

Compliance testing

Validate governance, audit trails, access control, and risk rules

Workflow simulation

Simulate real business processes before deployment

User training

Train teams on AI tools without exposing production data

Security review

Test prompt injection, data leakage, API abuse, and model misuse

CloudworX™

Control all aspects of your AI project

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Hybrid and private cloud solutions for enterprises that need cloud flexibility without giving up control, security, or data sovereignty.
Rashi Kapoor | bharatedge.ai
director of commercial operations

AI Command Center

The AI Command Center provides a unified dashboard to monitor, manage, secure, and govern AI workloads across distributed compute environments. It gives enterprises real-time visibility into GPU usage, model performance, agent activity, cost, compliance, security, and production readiness.

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Dashboard

The cockpit for enterprise AI, giving organizations full visibility and control over models, agents, workloads, infrastructure, cost, risk, and governance.

AI management
dashboard

Workload visibility

Shows which AI models, agents, apps, and jobs are running

GPU / CPU monitoring

Tracks utilization, memory, temperature, latency, and availability

Cost monitoring

Shows token usage, GPU hours, inference cost, storage cost, and idle capacity

Model monitoring

Tracks model accuracy, drift, hallucination risk, response quality, and latency

Agent monitoring

Shows what AI agents are doing, which tools/APIs they access, and their task status

Security control

Monitors access, data leakage risk, prompt injection, API abuse, and policy violations

Compliance view

Provides audit logs, approvals, reports, and governance evidence

Sandbox to production

Tracks which models/workflows are in testing, approved, or live

Alerts

Sends alerts for failures, high cost, abnormal usage, security events, or SLA breach

Business dashboard

Shows productivity gains, automation impact, user adoption, and ROI

Start Your Ai Journey

From AI strategy to sovereign deployment , we help you adopt AI with confidence.

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