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Speed

Speed

AI Studio lets teams move from idea to production at a pace that others cannot reach

12 to 18 months to a few weeks reduction in platform setup

Simplicity

Simplicity

AI Studio replaces a maze of disconnected tools with one clean, unified experience

15ᐩ tools replaced with a single studio for notebooks, pipelines, registry, tuning, and endpoints

Security

Security

You get enterprise-grade governance and protection built into the platform, not added later

99.9% SLA with autoscaling, resilience, and secure endpoints

AI promises are big. The obstacles are bigger.

Understand the key blockers from infrastructure rigidity to governance gaps.

Slower Time to Value

AI projects take too long to stand up because teams wrestle with infrastructure, drivers, pipelines, monitoring, storage, environment setup, and approvals before they can even start.

Infrastructure Rigidity & GPU Scarcity

On-prem GPU stacks are fixed, expensive, under-utilised and slow to procure along with scalability issues and poor utilisation.

Fragmented Tools & Teams

Teams use 15+ disconnected tools across notebooks, MLOps stacks, pipelines, registries, deployment scripts, and monitoring systems resulting in chaos, errors, and friction.

Governance Complexity

Multiple checks across security, compliance, guardrails, responsible AI and approvals come in after experimentation, slowing delivery and putting the organisation at risk.

High TCO & Unpredictable costs

30–50% of AI cloud spend evaporates in idle GPUs, non-optimised platform, fragmented workloads, and hidden charges by platform providers.

Vayu AI platform’s impact validated by leading analyst.

See how enterprises cut setup time, reduce cost, and deploy AI at scale with 
confidence with Vayu AI Cloud.

Read the report

An AI Studio built to accelerate every stage of your AI lifecycle

AI Studio is a fully managed, scalable, secure, enterprise-ready AI/ML end-to-end platform that shifts teams from ‘Go build infrastructure’ to ‘Start building AI’. It eliminates infra complexity, accelerates ML & AI development, and reduces TCO — all while enabling rapid experimentation, deployment, and responsible AI governance.

AI stack Diagram
AI Stack Diagram_v01_Mobile phone-02

Discover

Quickly explore data and evaluate foundation models in ready-to-use workspaces.AI Studio helps teams validate ideas faster without managing infrastructure or setup.

  • Ready-to-use GPU workspaces for rapid exploration.
  • Seamless access to datasets and object stores.
  • Evaluate and benchmark foundation models quickly.
  • Simplified security and RBAC controls.

Build

Develop, fine-tune, and track models using pre-configured environments and integrated pipelines.AI Studio standardizes experimentation with automated versioning and MLOps tooling.

  • Pre-configured Jupyter & VS Code environments.
  • Fine-tune models and build RAG pipelines out-of-the-box.
  • Distributed training with integrated Ray clusters.
  • Versioning and automated MLOps pipelines built-in.

Deploy & Scale

Deploy production-ready endpoints in minutes on fully managed, autoscaling infrastructure. Monitor performance, optimize inference, and scale seamlessly as workloads grow.

  • One-click deployment to managed, autoscaling endpoints.
  • Optimize inference with GPU-accelerated runtimes.
  • Monitor and improve latency and throughput in real time.
  • Support for staged rollouts: A/B, canary, and shadow.

Govern

Apply enterprise-grade security, access controls, audit logs, and Responsible AI guardrails across the lifecycle. AI Studio ensures every model operates within organisational and regulatory boundaries.

  • Role-based access, audit logs, and policy controls.
  • Responsible AI guardrails with PII masking and filters.
  • Centralized visibility into usage, performance, and compliance.
  • Data and metadata securely hosted and entirely managed within India.
ai-discover
ai-build
d&s
discover

Tata Communications Vayu AI Studio solutions

AI Workbench
AI Workbench
Empower teams with an integrated AI development environment
Access pre-configured notebooks for instant productivity
Leverage AI Copilot for code automation, library suggestions, and debugging
Handle big data and complex models with scalable distributed compute

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MLOPS
MLOPS
Streamline AI model lifecycle with centralised versioning, collaboration, and reproducibility
Deploy ethical AI using Responsible AI features
Build Agentic RAG solutions with no-code/low-code tools
Achieve real-time inference with intelligent routing and continuous monitoring

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Supermarket
Supermarket
Choose from a rich catalog of open-source and premium AI models with integrated playgrounds for easy validation
Seamlessly integrate AI into applications using pre-trained models and simple API connections
Simplify your AI stack with one-click access to managed services for top AI frameworks and vector databases

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Why is AI studio right for you?

Data Scientists

Fast experimentation, consistent environments, and reproducible workflows

  • Start instantly with GPU powered workspaces.
  • Prebuilt AI frameworks get started under a minute.
  • Versioned experiments, datasets, and models in one place.
  • Distributed compute frameworks for scalable data prep, training and fine tuning.
  • Data to model in few hours. Not weeks.

ML/AIOps Engineers

A single environment that removes friction across the AI lifecycle.

  • A unified studio for data prep, training, fine tuning, and deployment.
  • End to end DevOps with Git, CI/CD and registry
  • End to end observability across infra, platform, and AI applications.
  • Integrated governance and responsible AI checks.
  • Replace 15+ disconnected tools with one unified studio

AI Practitioners

A simple way to build, test, and ship production-grade AI apps

  • Serverless GenAI model API keys for fast app development.
  • Managed inference endpoints ready in minutes.
  • Secure AI app that scale without writing serving code.
  • Support for GenAI, RAG, predictive, and multi-agent applications.
  • First line of code to first production app hit in days. Not months.

Real-world use cases. Real business outcomes

  • End-to-end GenAI application development

    • Build chatbots, RAG workflows, and AI agents that securely blend proprietary data with state-of-the-art LLMs.

  • Predictive analytics & forecasting

    • Run demand, risk, and trend forecasting models for domains like retail, finance, supply chain, and customer intelligence.

  • Secure, governed MLOps across teams

    • Manage the full model journey, from development to testing to production, within a controlled, multi-project environment with enterprise-grade governance.

  • GenAI applications

    • Create chatbots, copilots, knowledge assistants, and content generation tools powered by fine-tuned models.

  • RAG applications

    • Connect models to your enterprise data for accurate answers, summaries, and insights.

  • Multi-agent workflows*

    • Build agents that cooperate across tasks, like document processing, customer service flows, or analytics handoffs. *Coming soon

  • Predictive and analytical models

    • Train and deploy ML models for forecasting, scoring, anomaly detection, and operational insights.

  • Enterprise-ready AI endpoints

    • Publish secure, scalable endpoints in minutes without managing serving infrastructure. This helps teams ship value faster.

Industry use cases

Retail
Financial Services
Manufacturing
Media & Communications
Public Sector & Government
iuc-retail

Enhance search, recommendations, and customer interactions with low latency inference and built-in guardrails.

iuc-banking

Enable secure, compliant AI for risk modelling, fraud detection, and customer automation, powered by reliable governance.

iuc-manufacturing

Deploy predictive maintenance, quality inspection, and workflow automation with scalable training and high-performance endpoints.

iuc-media

Power real-time content generation, speech processing, and personalized experiences using pretrained APIs and vector search.

iuc-public-sector

Build secure, sovereign AI applications backed by responsible AI controls, auditability, and enterprise grade-grade oversight.

AI performance you can count on

10× faster

data throughput enabling instant model loading & training

Sub-1.5s

response time even at 400 concurrent users

4× faster

workspace startup (Vayu: 30s vs competitors: 2 mins)

6× higher

IOPS supports large AI workloads without slowdown

3× more

throughput headroom vs competing storage platforms

16K tokens/sec

sustained generation for long-form + RAG workloads

2× more reliable

tail-latency (meets SLO at p99)

Up to 7× better

 throughput per Watt for lower TCO

40%

reduced rack footprint (4U vs 7U)

Hear from our experts

Tony Palmer

Practice Director with Enterprise Strategy Group, now part of Omdia

double-quate-1 “Vayu AI Cloud is a remarkably complete AI solution designed for the enterprise. Our research found that organizations can significantly reduce the time-to-market and time-to-value for deploying their AI-driven applications with Vayu AI Cloud, since they won’t have to manage the infrastructure but instead can focus on developing the application and realizing business value.”

What sets AI Studio apart

What sets AI Studio apart

AI&Automation_Automation

Unified AI platform for the entire lifecycle

    • One studio replacing fragmented tools across AI lifecycle from data discovery and prep, model development, experimentation, fine-tuning, deployment, and governance.

    • Built-in MLOps/GenAIOps: experiment tracking, versioning, rollback, and model registry.

    • Supports full-stack AI workloads - predictive ML, GenAI, RAG, agents in a single governed workflow.

Cloud_CloudSecurity

Enterprise-grade security, sovereignty & responsible AI

    • Sovereign-by-design platform with strict RBAC, audit logs, isolated environments, encryption, and compliance-ready controls.

    • Responsible AI guardrails (PII masking, topic/word filters, bias/explainability tools) built in across endpoints. 

    • Compliant to all major regulatory guidelines: MeitY, RBI, SEBI, IRDAI, DPDP.

AI&Automation_AI

High-performance GPU Fabric optimized for AI workloads

    • Elastic access to latest NVIDIA GPUs and optimized runtimes for fast training and low-latency inference. 

    • India’s first direct-to-chip liquid cooling with high-bandwidth network and performance storage.

    • Performance foundation that accelerates RAG, agents, multimodal models, and large-scale workloads.

Frequently asked questions

How secure is my data and AI workload on AI Studio?

Your data stays sovereign and protected with built-in RBAC, audit logs, encryption, and responsible AI guardrails.

How quickly can my team get started on AI Studio?

AI Studio provides ready-to-use environments so teams can begin experimenting and fine-tuning models immediately.

Do I need extensive platform knowledge or MLOps expertise to use AI Studio?

No, AI Studio is designed with minimal learning required, so teams can build and deploy without deep infrastructure or MLOps skills.

One platform for all your cloud needs

One platform for all your cloud needs
One platform for all your cloud needs
Explore More

Explore the Tata Communications Vayu Suite

Tata Communications Vayu Edge

Tata Communications Vayu Edge

Deploy and manage applications at scale with our secure, multi-access edge platform for real-time processing across industries.
Tata Communications Vayu Cloud

Tata Communications Vayu Cloud

Tailored cloud infrastructure to meet specific industry needs with compliance, flexibility, and security at the core.
Tata Communications Vayu Data Platform

Tata Communications Vayu Data Platform

Unlock real-time insights and drive innovation with a scalable, secure, and unified enterprise data platform.
Tata Communications Vayu Edge

Tata Communications Vayu Edge

Deploy and manage applications at scale with our secure, multi-access edge platform for real-time processing across industries.
Tata Communications Vayu Cloud

Tata Communications Vayu Cloud

Tailored cloud infrastructure to meet specific industry needs with compliance, flexibility, and security at the core.
Tata Communications Vayu Data Platform

Tata Communications Vayu Data Platform

Unlock real-time insights and drive innovation with a scalable, secure, and unified enterprise data platform.

Our latest resources

Tata Communications Vayu AI Cloud - Unified, effortless, trusted

Whitepaper

Tata Communications Vayu AI Cloud - Unified, effortless, trusted

AI is now a necessity, driven by data growth and Gen-AI adoption. Tata Communications Vayu AI Cloud accelerates innovation with scalable, secure platform solution, bringing AI solutions to life.

Read More
DATASHEET

DATASHEET

GPUaaS : The engine behind AI transformation

AI is evolving fast, and behind every breakthrough are powerful GPUs. GPU-as-a-Service (GPUaaS) gives enterprises, startups, and researchers on-demand compute to train, scale, and deploy AI.

Read More
Datasheet

Datasheet

Tata Communications Vayu AI Cloud- GPU as a service datasheet

GPU-as-a-Service delivers scalable, high-performance GPUs for AI/ML workloads. Optimise training, inference, and deployment with on-demand access—no upfront infrastructure costs.

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REPORT

REPORT

From Cloud to Edge: Accelerate your AI journey

From AI model training to real-time deployment, Tata Communications Vayu AI Cloud provides scalable GPU power, enterprise-ready AI tools, and seamless integration to fuel AI-driven transformation.

Read More

Disclaimer: IZO™ Cloud is now Tata Communications Vayu Cloud. TATA COMMUNICATIONS VAYU branded services are available in India only.

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