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The cost of inaction: Why enterprises need AI networking today

AI is a core driver of productivity, growth and competitive advantage. The pressure is on IT to move faster, scale reliably, and deliver impact. Here’s why you can’t stand still: 

Failed AI Initiatives

Failed AI initiatives pump the brakes of progression

88% of AI projects are scrapped before reaching production scale (IDC, 2025) because of low organisational readiness in data, processes and IT infrastructure

Silos of people, technology

Silos of people, technology and data drag on your time-to-market

Fragmented infrastructure or legacy systems hinder enterprises from moving as swiftly as those with more modern architectures (McKinsey, 2025)

Soaring Cloud Cost

Soaring cloud costs are only heading one way

Managing spend is the top cloud-related challenge for 84% of IT decision-makers. These costs will only grow as AI expands.

Risk of IP theft

Risk of IP theft grows with every new point of exposure

Distributed AI estates expand enterprises’ attack surface, increasing the risk of intellectual property and data theft.

Competitive disruption

Competitive disruption continues to accelerate

91% of global IT leaders are increasing the IT budget allocated to networking (Cisco, 2025) – infrastructure becomes more important to operationalise AI.

Discover how to evolve your network for AI in the next networking era.

This paper explores how enterprises can take action in the face of rapid change.

AI Readiness Brochure

The evolution of the network for AI

From MPLS to SD-WAN to AI-ready infrastructure – here’s how enterprise networks transformed to meet modern demands

1990 -2000

2005 -2025

2025

The physical network era

Networks were built on physical infrastructure, connecting devices and data centres.

The software-defined network era

Networks became programmable and virtualised, enabling flexibility, automation, and cloud adoption.

The contextual network era

AI-driven networks that understand context, adapt intelligently, and autonomously optimise performance.

The 3 ‘non-negotiables’ for AI-ready networks

Intelligence-and-autonomy
Intelligence and autonomy

AI-driven orchestration and full-stack observability in a single view for complete control.

Elastic-scalability
Elastic scalability

Bandwidth on demand, across every network and cloud, provisioned in seconds.

Security-and-sovereignty
Security and sovereignty

Embedded SASE and ZTNA with continuous threat detection across 8,000+ intelligence centres.

The AI infrastructure making it work in the real world

Tata's AI Network Fabric unifies enterprise networks, optimising AI workloads with multi-cloud connectivity and high-throughput GPU networking, eliminating east-west traffic bottlenecks.

AIR_Architecture_desktop
AIR_Architecture_mobile

See how enterprise AI neworking transforms your business

Book a free consultation to explore how to make your network AI-ready today

The 4 network advantages for AI-ready businesses

The 4 network advantages for AI-ready businesses

AI&Automation_Programmable

Accelerate AI deployment from pilot to production: Network readiness is the differentiator

    • Infrastructure gaps are what keep most AI initiatives stuck at the pilot stage
Automotive_Telematics

Cut through the approvals, delays, and firefighting slowing you down

    • Automation and integration remove the friction that holds teams back
CostPressures_ROI

Cut cloud egress charges by 30–50% with correctly architected networks

    • Eliminating unnecessary cross-region data movement reduces costs at source
Resilience-1

Resilient and future-proof: Build a network that withstands disruption by design

    • Automation, segmentation, and deterministic routing keep operations steady

300,000 miles advantage in a globally programmable private backbone

As AI workloads scale, performance is not just about compute – it relies on how data moves across the whole network. If AI is a high-performance car, the network is the road it runs on.​

Owning-the-road
AI&Automation_AI
The advantage of ‘owning the road’ in an AI world
AI&Automation_AI
The advantage of ‘owning the road’ in an AI world
Full routing control means independence from public internet congestion, the ability to engineer performance end-to-end, and total command over how data moves. It’s a network optimised for AI workloads, ready to scale with you.
300,000+
miles of subsea and terrestrial fiber with true global reach
80%
connectivity with the major global cloud providers
Designed-for-AI-workloads
AI&Automation_Automation
Designed for AI workloads
AI&Automation_Automation
Designed for AI workloads
AI changes the demands placed on network infrastructure. From distributed data and multicloud environments to real-time AI applications, enterprises need networks built for performance, scalability and control. The right network creates the foundation for AI-ready operations.
Tier 1
wholly owned global backbone engineered for performance
35%
direct access to global internet routes worldwide
Lossless-transit-at-scale
AI&Automation_MachineLearning
Lossless transit at scale
AI&Automation_MachineLearning
Lossless transit at scale
As AI workloads grow, even small amounts of packet loss can impact performance and efficiency. Lossless networking helps data move reliably across environments, delivering the predictability, throughput and resilience needed to support AI at scale.
100%
uptime guarantee for automated failover
190+
countries connected through a global network platform

Resources to help you choose better

evolution-of-enterprise-network-whitepaper

Whitepaper

Evolution of enterprise network

Learn how enterprises can build networks that continuously sense, adapt, and optimise, ensuring seamless performance for....

evolve-network-for-ai-whitepaper

WHITEPAPER

Discover how to evolve your network for AI in the next networking era

This paper explores how enterprises can take action in the face of rapid change.

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