Abstract

Autonomous operations have long been a goal for enterprises. Advances in AI have made this more achievable, with agentic AI allowing systems to reason, plan actions, and respond to changing conditions rather than follow fixed rules.

Enterprises across industries are now testing agentic AI in different functions. The challenge is taking these efforts from pilot projects to real business results. This whitepaper looks at where agentic AI can deliver value first, how enterprises can gradually introduce more autonomous operations, and what governance is needed as its use grows. It focuses on infrastructure automation as an early area where enterprises can apply and scale agentic AI.

Infrastructure Automation
Discover How to Scale Agentic AI Without Losing Control

Key Insights

From AI Pilots to Autonomous Infrastructure

Agentic AI can move infrastructure operations beyond fixed automation by handling routine tasks, responding to changing conditions, and taking on more responsibility as performance improves.

Accelerate Autonomy as Performance Improves

Beginning with recommendations and human approval. As agents become more reliable, move to supervised execution and slowly allow them to handle defined activities independently.

Monitor Repetitive Tasks to Show Early Results

Service desk requests, cloud cost optimization, incident management, and capacity planning are suitable areas for early results because their outcomes are already closely tracked.

Infrastructure Leadership Takes on a New Focus

As agents take on routine operational work, infrastructure leaders can spend more time deciding where autonomy is appropriate, reviewing agent performance, and managing accountability across risk, security, compliance, and finance.

About the Author
Arindam Dutta Roy
Global Sales Head for Digital Core Services (DCS), Tech Mahindra

Arindam Dutta Roy is the Global Sales Head for Digital Core Services (DCS) at Tech Mahindra, helping enterprises modernize their core technology environments through cloud, infrastructure, network, hyperscaler, and cybersecurity solutions. Previously, as Chief Growth Officer for CIS, he played a pivotal role in driving growth, service excellence, and customer success across Tech Mahindra’s $1.3 billion Cloud and Infrastructure Services portfolio.

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Arindam Dutta Roy is the Global Sales Head for Digital Core Services (DCS) at Tech Mahindra, helping enterprises modernize their core technology environments through cloud, infrastructure, network, hyperscaler, and cybersecurity solutions. Previously, as Chief Growth Officer for CIS, he played a pivotal role in driving growth, service excellence, and customer success across Tech Mahindra’s $1.3 billion Cloud and Infrastructure Services portfolio.

With over 30 years of industry experience, including more than two decades at Tech Mahindra, Arindam has led to global growth and large-scale transformation initiatives across multiple industries. He is recognized for building high-performing teams, driving innovation, and leveraging partner ecosystems to create business value through technology modernization.

A member of the Forbes Business Council and a regular industry speaker on Cloud, Infrastructure, AI, and DigitalOps, Arindam also champions talent development and upskilling initiatives aimed at building future-ready technology leaders.

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Dane Anderson
Infrastructure, Cloud, AI Infrastructure & Outsourced Infra Operations Research, Third Eye Advisory

Dane Anderson leads Third Eye Advisory's research into infrastructure, cloud, AI infrastructure, and outsourced infrastructure operations.

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Dane Anderson leads Third Eye Advisory's research into infrastructure, cloud, AI infrastructure, and outsourced infrastructure operations.

He spent 21 years at Gartner, most recently as Managing Vice President for Business and Technology Insights for Tech Services Leaders, and before that leading a 12-analyst team covering infrastructure and application outsourcing, cloud services, and product support for hardware and software. Dane works directly with senior executive teams at service provider companies of all sizes on the current and future state of their business, and has guided startup and emerging-provider CEOs to execute rapidly and drive sustainable growth.

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