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AI-Driven Pricing Pressure Reshapes India IT Sector Outlook

AI is reshaping India's IT services sector, creating pricing pressure as productivity gains are passed to clients. A Kotak Institutional Equities report flags margin risks from "AI-deflation" and intensified competition. The sector is shifting from labour-based to outcome-based models with AI-infused rate cards. While AI opens new revenue streams with over 5000 engagements, near-term demand has softened due to macro pressures.

Key Points: AI Deflation Reshapes India IT Services Sector

  • AI-led productivity gains passed to clients causing "AI-deflation"
  • Large transformation deals carry margin and execution risks
  • Shift from labour-based to outcome-based pricing models
  • Over 5,000 AI engagements with growing share of AI-assisted work
2 min read

AI-driven pricing pressure, cost cuts reshape India IT outlook: Report

AI is reshaping India's IT sector with pricing pressure and new opportunities. Report flags margin risks, demand shifts, and 5000+ AI engagements.

"pricing pressure in renewals due to client expectations of higher productivity pass-through driven by GenAI adoption - Kotak Institutional Equities report"

New Delhi, May 3

Artificial intelligence is increasingly reshaping the growth and margin outlook for India's IT services sector, with firms facing rising pricing pressure even as new demand opportunities emerge, according to a recent sector report by Kotak Institutional Equities.

The report flags higher competitive intensity amid demand and AI headwinds, noting that AI-led productivity gains are now being passed on to clients, resulting in what it terms "AI-deflation."

It adds that industry players indicate "pricing pressure in renewals due to client expectations of higher productivity pass-through driven by GenAI adoption," alongside intensified competition.

A key shift underway is the rise of large transformation deals, driven by cost optimisation and AI adoption. While deal wins are accelerating, the report cautions that "large/mega deals can carry margin and execution risks due to higher pricing pressure driven by AI-deflation."

The traditional IT services model is also undergoing structural change. According to the report, the sector is shifting its economics from labour-based to outcome-based models and moving toward AI-infused rate cards, where pricing reflects a blended model of human and digital effort.

To counter margin pressures, companies are undertaking restructuring initiatives focused on automation and workforce optimisation. These programs aim to deliver AI-led operational efficiencies while freeing up capital for reinvestment into AI capabilities and future growth areas.

At the same time, AI is opening new revenue streams. The report highlights strong demand for AI-led services and notes that companies are already seeing scale, with over 5,000 AI engagements and a growing share of AI-assisted work in delivery.

Demand drivers include customer service transformation, enterprise automation, and infrastructure expansion, particularly as global technology firms ramp up investments in AI. The report points to AI data centre infrastructure buildout as a major emerging opportunity area.

However, near-term conditions remain challenging. The report states that the "demand environment has softened" and highlights "incremental stress in the sector from macro deterioration and AI deflation," which is weighing on both growth and margins.

It concluded that while AI is a powerful long-term growth driver, it is simultaneously compressing traditional revenue models, leaving the Indian IT sector navigating a period of transition marked by tighter margins, evolving pricing structures, and heightened competition.

- ANI

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Reader Comments

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Sarah B
Interesting read. As someone in the US tech sector, I've seen this shift happening. Indian IT firms have been the backbone of global outsourcing, but AI is changing the game. The 'labour-based to outcome-based' shift is real—clients want results, not just headcount. But I worry about the workforce: thousands of engineers may need reskilling. The report's mention of 'workforce optimisation' often means job cuts in practice. 😟
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Vikram M
Typical analyst report—lots of jargon but missing the ground reality. I work in a mid-tier IT firm, and the pressure is immense. Clients are literally asking for 20-30% cost reductions citing AI productivity gains, but the actual AI tools aren't mature enough yet. We're caught between promising AI-led savings and delivering them. The '5,000 AI engagements' number sounds impressive, but many are small PoCs. Need a reality check. 🤨
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Priya S
The rise of outcome-based pricing is good for innovation but bad for job security. Indian IT has thrived on scale and cost arbitrage—AI is now eating that lunch. The report rightly flags margin risks in mega deals. I hope companies invest more in R&D and upskilling rather than short-term cost cuts. Otherwise, we'll lose our edge to other low-cost destinations. And please, no more mass layoffs disguised as 'workforce optimisation'! 🙏
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Rohit P
Honestly, this feels like a cop-out by the industry. For years, IT firms charged huge margins on labour arbitrage, and now they're crying about pricing pressure? AI-deflation is just market forces at work. The real challenge is that Indian IT hasn't moved up the value chain enough—we're still doing a lot of low-end maintenance work. The focus should be on building proprietary AI solutions, not just reselling OpenAI APIs. 😤

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