Indian IT has changed how it delivers software without changing its wage bill. The productivity dividend is real, but it is being passed to clients as a 2 to 3 per cent price cut at renewal rather than released as savings or pay. Cognizant shows both halves: half its code is AI-assisted and its headcount still grew. The squeeze falls on the fresher while GCC demand concentrates in AI and data roles facing a 38 to 42 per cent supply gap. I suggest a funded apprenticeship pipeline, a reskilling credit tied to audited employer spend, and disclosure of AI-linked headcount change.
On 6 November, The Economic Times reported a fact I had to read twice. "Although artificial intelligence (AI) and automation are changing the traditional labour-intensive model of IT services, they have yet to bring down employee costs" — not at TCS, Infosys, HCLTech, Wipro, Tech Mahindra or LTM. New delivery model, same wage bill.
So who is keeping the dividend? Nobody inside the firm, I think. It has already been handed over at the renewal table. The HinduBusinessLine (1 November 2026) puts AI-led pass-through at 2 to 3 per cent of traditional services revenue a year. One line there is the whole story: "The talent model isn't going away, but is being repriced."
Cognizant proves both halves at once. Its 29 October results (The Hindu) showed 359,900 employees, up 10,100 in a year, with $46 million of separation costs in the quarter and about $200 million of Project Leap savings expected in 2026 — while its chief executive said over 50 per cent of its code is now AI-assisted. Six days later it placed 25,000 people in an OpenAI delivery group (EdTech Innovation Hub, 5 November). Half the code machine-written; the payroll bigger.
Its own survey, reported on 3 November 2026 (700 employees and 75 executives in India), explains the gap:
- 97 per cent of employees report productivity gains, averaging 15 per cent
- 84 per cent of leaders say AI has not cut costs; 91 per cent see no revenue impact
- 37 per cent have paused or dropped AI initiatives over unclear returns
The squeeze point is the fresher, not the mid-career engineer. Quess Corp's Q2 FY27 data (EconoTimes, 6 November 2026) has GCC tech demand down 3.5 per cent quarter on quarter, while AI, data and cybersecurity rose to 30.3 per cent of demand from 25.8 per cent — against a 38 to 42 per cent supply gap in AI, data and analytics.
Mint reported on 6 November that the third PM Internship Scheme round drew about 40,000 candidates — 2.5 times the first two rounds combined — against over 150,000 postings, after the stipend rose to ₹9,000. Pay for the entry pipeline and it fills.
In Optimism Over AI Job Loss (May 2026) I accepted Vinod Khosla's warning that "slowing down could kick up a different set of problems". I still do. These numbers add a second clause: speeding up without sharing the gains kicks up its own — a 15 per cent productivity gain arriving as a 2 to 3 per cent discount.
In Graduates Without Jobs (March 2026) I had asked for structured entry-level roles. Concretely, I would suggest:
- Fund apprenticeships as infrastructure, tracking completion and conversion, not just postings.
- A reskilling credit paid only against audited entry-level training spend.
- Mandatory disclosure of AI-linked headcount change, by band, in annual reports.
I am not asking anyone to slow down. But a dividend that never reaches a payslip, or a fresher's first offer letter, is only a discount.
With regards,
Hemen Parekh
www.Iam-Immortal.ai / www.IndiaAGI.ai / www.YourContentCreator.in
6 November 2026
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