Is this the end of the labor arbitrage era?

The HFS Non-Linearity Index identifies the direction, momentum, and early contours of software-like economics in services.
  • The real measure separating next-gen providers from legacy BPO
  • Enterprise buyers shifting to outcome-based pricing 
  • Only 6 of 25+ major providers hitting this profile
  • HFS names Firstsource one of those six sustained leaders. 
Is this the end of the labor arbitrage era?
Saurabh Guptaquote image

A lot of providers can tell you what AI should do for their economics. Firstsource is one of only six we've tracked with four straight quarters where it actually did. Revenue is growing well ahead of headcount. The workforce is still expanding, just slower than the value it's creating. That's the kind of structural proof enterprises are now asking their operations partners to show, and Firstsource is one of the few actually showing it.

Saurabh Gupta
President, HFS Research
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LABOR ARBITRAGE TO INTELLIGENCE ARBITRAGE

The FTE-era yardstick is breaking down

For years, headcount was the industry's proxy for growth - more people, more revenue. HFS Research's latest report, The Headcount Era Is Fading as the Pivot to Services-as-Software Continues, tests whether that's still true across more than 25 major service providers. Its Non-Linearity Index measures revenue and operating margin per employee instead, and finds a small group already growing value faster than headcount.

Firstsource is one of only six providers HFS has tracked doing this for four consecutive quarters, with FY26 revenue up about 20% while headcount also grew, by around 4.5%. That shift didn't start with AI. Firstsource has built its delivery model around outcomes, not seats, for several years. AI is simply accelerating a model that was already in motion.

Key findings

AI adoption is outpacing non-linear results

Nearly every provider is deploying AI and platform-led delivery. Across the market, revenue per employee grew about 1.7% and margin per employee grew about 6.5%, concentrated among a handful of providers.

Firstsource is one of six consecutive Leaders

Of the 11 providers outperforming the market this cycle, only six sustained that growth for four straight quarters. Firstsource is one of them, posting FY26 revenue growth of about 20% against headcount growth of about 4.5%.

Enterprises are ready to pay differently

A companion survey of 202 senior enterprise leaders found FTE-based pricing, used by 65% of buyers today, is expected to shrink sharply over the next two years. Outcome- and consumption-based pricing is expected to grow in its place.

Few providers deliver the value enterprises expect

AI investment is widespread across the industry, but HFS found only a small group converting it into consistent revenue and margin gains. HFS calls this a capability divide, not a spending one.

Intelligence That Operates drives Firstsource's numbers

HFS credits Firstsource's shift to a full-stack, outcome-linked delivery model for its consistent performance. That model is delivered through Kairos, Firstsource's operating system for AI-native operations.

Non-linearity is becoming a core buying criterion

HFS expects enterprises to increasingly evaluate providers on their ability to prove non-linearity with hard evidence. That divide will separate the partners worth scaling from those without proof behind their AI story.