TCS plans 500000 AI agents as India debates shift from software services to products
In Mumbai, a significant structural shift is unfolding in the technology sector as Indian firms grapple with the transition from software services to artificial intelligence and hardware manufacturing. The change is highlighted by Tata Consultancy Services (TCS) announcing plans at its recent Annual General Meeting to deploy 500,000 AI agents within three years to handle routine workloads, amid a visible cooling in mass campus recruitment.
The deployment of these AI agents carries substantial financial implications. Industry estimates suggest that running enterprise-grade AI agents costs roughly ₹4.5 lakh ($5,000) per agent annually. For TCS, a deployment of 500,000 agents translates into an annual technology infrastructure bill of approximately $2.5 billion paid to overseas cloud and platform providers. TCS declined to comment on how it plans to balance these infrastructure costs against profit margins, or why it is not using cash reserves to build independent models from scratch.
This corporate transition coincides with a broader public debate about why India, despite its massive engineering talent, has historically failed to build global software product giants like those in Silicon Valley. Harish Mehta, the Mumbai-based co-founder of NASSCOM and founder of Onward Technologies, explained that the core structure of services and product companies are entirely different.
Mehta noted that early Indian IT firms failed to build products because they did not know how to write modular code, resulting in heavy financial losses. Additionally, developing proprietary tech products requires massive upfront capital and carries high failure rates, which was difficult to sustain in an early Indian ecosystem marked by bureaucratic regulations and software piracy.
In response to these challenges, Indian public policy is now shifting toward physical hardware manufacturing. The India Semiconductor Mission (ISM) 2.0 has reached cumulative approved outlays of ₹1.64 lakh crore. However, these manufacturing efforts remain deeply tied to global supply chains, requiring specialty chemicals from Japan, design software from California, and advanced machinery from the Netherlands.
Despite fears of AI-driven job losses, Mehta warmth-pointed out that a sudden collapse in human labor has not occurred. He noted that 100 million lines of legacy COBOL code still run global infrastructure, representing a massive ongoing maintenance opportunity for Indian IT services.
