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Home » Blog » Algorithm Targets Smarter Food Subsidies In India
Technology

Algorithm Targets Smarter Food Subsidies In India

Kelsey Walters
Last updated: December 16, 2025 11:03 pm
Kelsey Walters
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An MIT researcher is building a tool that could change how India designs its food aid. Ali Aouad, an assistant professor at MIT Sloan, is developing an algorithm to collect and analyze what people actually want to eat. The goal is to bring consumer preferences into food subsidy decisions in a country where public food support reaches hundreds of millions.

Contents
Why Preferences Matter for SubsidiesThe Research EffortPotential Gains and Trade-OffsPrivacy, Consent, and FairnessWhat It Could Mean for the Public Distribution System

India operates one of the world’s largest public food programs, delivering subsidized grains through the Public Distribution System. The plan has helped reduce hunger, but it often supplies a narrow set of staples. Aouad’s project could help officials match aid with local tastes and nutrition needs, while using funds more efficiently.

Why Preferences Matter for Subsidies

India’s National Food Security Act covers most low-income households. Beneficiaries receive rice, wheat, and other items at fixed prices. While the system is broad, it is not always tailored. Regional diets vary widely, and families balance price, taste, and health when buying food.

Policy analysts say a better view of demand could guide what the state buys and distributes. If households in one district prefer millet over rice, planners might shift procurement. That could reduce waste and improve diet quality, especially as India promotes millets for health and climate reasons.

The government’s food subsidy bill is large. Public estimates show support costs in the trillions of rupees each year. Even small gains in targeting could free resources or improve coverage.

The Research Effort

“[We are] developing an algorithm to collect consumers’ food preferences, which will later help to inform food subsidy policy in India,” said Ali Aouad, assistant professor of operations management at the MIT Sloan School of Management.

The project aims to capture what people choose across regions and seasons. It could combine survey responses with purchase data, where available, to map demand for grains, pulses, and other staples. The method may also reveal how households trade between price, quantity, and variety.

Experts in supply chains say this kind of evidence can support smarter procurement. If demand data is paired with cost and logistics data, planners can test how changes in the basket affect nutrition and budgets.

Potential Gains and Trade-Offs

Supporters see several benefits. A data-informed basket could improve diet diversity. It could steer stocking and storage, reduce spoilage, and align with local agriculture. It may also make communication with beneficiaries clearer by showing why items change.

  • Match aid with local diets and nutrition needs.
  • Cut waste by aligning supply with demand.
  • Support regional crops, including millets and pulses.
  • Test policy options before large rollouts.

There are trade-offs. Adding variety can complicate logistics. Warehouses and fair-price shops are set up for a few grains. More items can raise costs and create delays if not planned well. Some states may lack reliable data, which can skew results.

Privacy, Consent, and Fairness

Any data effort will need clear rules on consent and privacy. Low-income households should know how their information is collected and used. Data should be anonymized, stored safely, and shared only for public interest goals.

Bias is another risk. Surveys may miss the hardest-to-reach families. Purchase data can reflect supply limits rather than true preferences. The research will need checks to avoid reinforcing gaps across regions, castes, or genders.

What It Could Mean for the Public Distribution System

India has tested changes to food aid before, including cash transfers in select areas and fortified grains in some states. A preference-based approach would be a different tool. It seeks to adjust what is delivered, not just how it is funded.

Policy experts say pilot programs will be key. Trials in a few districts could compare outcomes on nutrition, cost, and satisfaction. If results look strong, states could scale gradually and update procurement plans.

Coordination will matter. Food Corporation of India, state civil supplies departments, and fair-price shops would need clear timelines and training. Farmers and millers would also need signals on what crops and processing are in demand.

Aouad’s work arrives as India expands free grain support for eligible households. With more people relying on the system, fine-tuning what is delivered takes on added weight.

The next steps include building the data pipeline, validating the model in the field, and working with state partners. If the tool can show better nutrition at similar or lower cost, it could shape the next phase of India’s food aid. Policymakers and advocates will watch pilot evidence, governance safeguards, and whether the approach scales without slowing delivery.

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