The welfare system was built for a different economy. It is still running the old code.

The Demographic Dividend — Piece 5 of 9

A few weeks ago, the Supreme Court bench of Justice BV Nagarathna and Justice Ujjal Bhuyan asked a question that India's policy system has spent three decades avoiding.

The case before them: a candidate from Karnataka's Kuruba community, classified under OBC Category II(A), had been denied a caste validity certificate. His parents — both state government employees — had a combined annual income of ₹19.48 lakh. The District Caste and Income Verification Committee concluded he fell within the creamy layer. He appealed. The Karnataka High Court upheld the denial.

At the Supreme Court hearing, Justice Nagarathna said: "If both parents are IAS officers why should they have reservations? With education and economic empowerment, there is social mobility. So then again to seek reservation for the children, we will never get out of it."

I find these words significant not because the Supreme Court has settled the question — the bench has only issued notice, and these are oral observations, not a ruling. They are significant because the highest court in the country has begun asking the question the policy system will not ask. That gap between what the court is questioning and what the system is protecting is exactly where India's welfare architecture is starting to fracture.

This piece is not an argument against reservation. It is an argument about policy that was designed for one economy persisting, unchanged, into a completely different one — and what that persistence costs the three engines that need a functional workforce most.

The left panel shows the creamy layer income threshold — frozen at ₹8 lakh since 2017 despite inflation and rising household incomes. The right panel shows the Shakti scheme: what works, and where the design gap sits.

What the system was designed to do

India's reservation architecture was built in a labour-surplus economy. The foundational logic was activation: large populations of socially and educationally backward communities were locked out of formal employment, education, and economic participation by structural discrimination. Reservation was the lever to force open doors that the market would never open on its own. The logic was sound. The evidence was overwhelming. The policy was necessary.

The creamy layer concept — introduced in 1993 — was the system's attempt to self-correct. The income threshold was set at ₹1 lakh annually in 1993 and has been revised periodically, with the last adjustment in 2017 raising it to ₹8 lakh. The logic: once a family has crossed a threshold of economic advancement, the children should not claim benefits designed for those who have not. Social mobility, once achieved, should remove the entitlement.

The problem is what happens when the threshold isn't updated. The Parliamentary Committee on the Welfare of OBCs tabled a report in April 2025 urging the government to revise the ₹8 lakh ceiling, arguing it was outdated and insufficient to reflect inflationary trends. ₹8 lakh in 2017, when the threshold was last set, is not ₹8 lakh in 2025. A family earning ₹8 lakh today is not the same economic reality as a family earning ₹8 lakh eight years ago. The threshold that was designed to exclude the economically advanced has, through inaction, begun to include them.

The Karnataka case crystallises this precisely. A candidate whose parents earn ₹19.48 lakh annually — 2.4 times the creamy layer threshold — was appealing his exclusion on the grounds that salary income should not be counted in determining creamy layer status. Whatever the technical legal merit of that argument, the policy intent is clear: this is not the family the reservation system was designed for. This is a family the system has already served well.

A policy that cannot distinguish between the family it was designed to help and the family it has already helped is not failing. It is frozen.

The Shakti nuance — when good policy meets a changed world

Karnataka's Shakti scheme is the counterpoint I want to hold alongside the creamy layer argument — because it shows the same dynamic operating in the opposite direction, and the lesson is different.

Launched on June 23, 2023, the Shakti scheme offers free bus travel to all women residents of Karnataka on non-premium government buses. Since its launch, women have used the scheme over 229 crore times, saving approximately ₹5,500 crore in bus fares. Karnataka's Transport Minister cited a Sustainable Mobility Network report showing women's employment rose 23% in Bengaluru due to this scheme. ₹5,300 crore has been allocated for the scheme in Karnataka's 2025-26 budget.

For a rural woman in Tumkur or Kalaburagi who could not afford bus fare and therefore could not access a job, a hospital, or a training centre ten kilometres away, this scheme is transformative. It is not a subsidy. It is infrastructure. The bus fare was the last-mile barrier between her and economic participation. Remove the barrier and the participation follows.

While the Shakti scheme aims to support lower-income women, many affluent women are also benefiting — raising questions about targeting efficiency. A working professional in Bengaluru earning ₹80,000 a month is riding the same free bus as the agricultural worker in Bagalkot for whom the scheme was designed. The benefit is universal; the need is not.

The Shakti scheme is not badly designed — universal access avoids the administrative burden and dignity cost of means-testing, and the rural impact data is real. The problem is not that affluent women use the scheme. The problem is that the state, having spent ₹5,300 crore, has no reliable mechanism to measure whether the spending is reaching the women who needed it most, versus the women who would have found another way.

Good policy without a feedback loop eventually serves whoever shows up most — which tends to be those who need it least.

The labour-misallocation problem

The three-engine bet on Tier 2/3 India — manufacturing, agri-processing, GCC services — needs a workforce that is mobile, skilled, and available for formal employment. What the welfare architecture currently produces, in specific and measurable ways, is the opposite.

A young man in Tier 2/3 India today makes a rational calculation when choosing between a salaried job and the combination of agricultural support, welfare transfers, and reservation entitlements available to him. If the combination of MGNREGS, free ration, state welfare schemes, and the expected value of reservation in government employment comes close to what a private sector job at an MSME manufacturer in the same district would pay — why would he take the factory job? The factory job requires discipline, commuting cost, skill, and the loss of flexibility. The welfare combination requires none of these.

This is not a moral failure. It is a rational response to a choice architecture that the policy system built and has not updated. When the incentives make inactivity economically viable, inactivity follows. The demographic dividend — the young workforce that manufacturing, agri-processing, and GCCs need — is present in Tier 2/3 India. The architecture around it is pulling in the wrong direction.

The Tier 2/3 manufacturing employer in Rajkot, Coimbatore, or Aurangabad competing for workers against a choice architecture that makes informal welfare combinations viable is not competing against another company. They are competing against a policy system that was designed for a different labour market and has never been told it is now in competition with the economy it was trying to build.

The welfare combination on the left and the MSME factory job on the right are closer than the economy intends — and the gap narrows every year the policy stays frozen.

What the critique requires

Every argument about welfare policy that identifies a problem carries an obligation: name the alternative for those who still need the original protection.

The creamy layer argument is not an argument for ending reservation. It is an argument for precision. The family that has already achieved economic and educational mobility is not the intended beneficiary — and continuing to serve them comes at the direct cost of the family that has not yet made that journey. In August 2024, the Supreme Court ruled that the creamy layer concept should also apply to SC/ST communities — recognising that the principle of excluding those who have already benefited is a matter of social justice, not social injustice.

The Shakti scheme critique is not an argument for removing the bus subsidy. It is an argument for measuring whether the ₹5,300 crore is landing where the impact evidence says it should — rural women for whom mobility is the barrier to employment. The data on rural impact is strong. The data on urban affluent usage is uncomfortable but not disqualifying. The question is whether the state is learning from both, or simply celebrating the headline numbers.

The sops critique is not an argument for withdrawing welfare from those who depend on it. It is an argument for reforming the choice architecture so that formal employment is more attractive than welfare dependency for those already capable of it — so that ambition, not inactivity, is the rational choice.

The three-part obligation is the frame for every policy intervention in this space — keep the floor, reform the architecture, build the measurement.

The next piece is the answer to the question this one raises. The Indian companies and deep-tech startups that beat this broken system and went global — they didn't wait for the choice architecture to be fixed. They built around it. That is both the proof that the dividend is real and the indictment of a system that made heroism necessary.

Ashwin · freshwin.in · ResearchFox · Posspole Global Accelerator