This article was originally published in Rest of World, which covers technology’s impact outside the West.America’s AI gold rush is staring at a haunting challenge as most US companies struggle to see real-world benefits.India’s $300-billion IT industry is moving to capture the “deployment layer” to execute the messy, unglamorous work needed to make artificial intelligence actually profitable.After decades of running technology systems for global banks, retailers, airlines, and hospitals, Indian IT companies including Tata Consultancy Services, Infosys, Wipro, and Tech Mahindra are banking on their strong client relationships and enterprise experience to implement AI at scale. If they succeed, it will reshape who captures the biggest profits from the AI boom.An August 2025 MIT Media Lab report said 95% of generative AI pilots at companies fail because of flawed integration and a “learning gap” between available tools and the teams implementing them. Even as 90% of executives experiment with AI, 60% say the data and technologies at their companies are not ready, according to a 2026 Bain survey.“The IT industry’s real value is the context and understanding of every enterprise’s business and technology landscape, and making the right technology work inside the processes,” N Chandrasekaran, chairperson of the Tata Group, which owns TCS, said at the India AI Impact Summit in New Delhi in February. “AI will expand that role much further.”This repositioning puts Indian IT companies in direct competition with American consulting giants such as Accenture, Deloitte, and McKinsey. Indian firms will need to go beyond just executing projects to helping clients make technology choices, redesign workflows, govern agent behaviour, and tie outcomes to business metrics.“That is a materially different role from what most of these [Indian IT] firms have historically played,” Ashwin Venkatesan, executive research leader at advisory firm HFS Research, told Rest of World.TCS, which employs nearly 600,000 people, manages core technology systems for some of the world’s largest companies, including Citibank, General Motors, Johnson & Johnson, and Rolls-Royce. Infosys, with around 320,000 employees, counts Goldman Sachs, Apple, and Mastercard among its clients. Together with Wipro, HCLTech, Tech Mahindra and others, these firms lead an industry that has quietly run the technology backbone of Western business for decades.