India
Artificial intelligence
A public mission exists. The labour market is still mostly application work and services, with frontier-model training a much smaller activity.
Startup EcosystemsIndiaArtificial intelligence
The public programme
MeitY implements an IndiaAI Mission through IndiaAI, an independent division of the Digital India Corporation. The mission’s own description is about compute, datasets, skills and application challenges, including work with public services. That is an industrial policy. It is a programme, not a census of companies, and this page leaves programme targets and prize money in the challenge notices.
A startup that fine-tunes a model for an Indian language or a government form is doing a different thing from a lab training a foundation model. Both can be serious. Calling both ‘AI companies’ without saying which one is how a brief becomes a slogan.
The work that is actually hired
The deep pool in Indian cities is people who can apply models, label data, integrate an API, and sell the result to an enterprise that already had an IT budget. That pool overlaps the services industry, and it is valuable. A research group with the capital and the power budget to train large models is a different, smaller pool.
Bengaluru and Hyderabad hold more of the applied engineering. Delhi is where a public-sector pilot is sold. A pilot and a procurement are different events. Data rules, including what a company may send to a foreign model API, belong in the same note as the demo.
Other sectors
SaaS
Software sold on a contract, often to a buyer outside India. The labour is local. The invoice is often in someone else’s currency.
Fintech
Most of what is called fintech in India sits on public payment rails and on a bank or lender’s balance sheet.
Deep tech
A longer recognition window is an administrative fact. A laboratory company is still a slow company.
Consumer technology
A national install base and a national habit of paying are different facts. Language, price and logistics decide which India is the customer.
Manufacturing
Factories are a state subject in practice. A production-linked incentive is a contract about incremental sales, under its own scheme rules.
Health tech
A wellness app, a hospital workflow tool, and a medical device are three regulatory objects.
Climate tech
Power, materials and carbon claims are different businesses. The grid is regulated by the states.
Startup finance
The cheque has a licence, a border and a vehicle. ‘Capital’ is too broad a word for any one of the three.
Talent
India’s advantage is a large technical workforce that works in English. Senior people who have shipped a product are a smaller group.
Domestic market scale
Scale inside India is real and uneven. A single national market size is a modelling choice. A customer is a city, a language and a price.
Across GRIP
Elsewhere in the research
The same place, on a related page.
- MarketsIndia market hubA continental economy read city by city: services, factories, a consumer market, and a property rule that changes with the state.
- Real EstateIndia propertyResidential, office, retail and industrial uses do not share a tenant. FEMA and the state RERA register do not share a job.
- EconomyIndia economyCompleted growth figures, a partial external account, and city payrolls that the national number does not choose.
- InfrastructureIndia infrastructurePayments infrastructure is operating. Roads, metros, ports and power still decide whether a building can be used.
- RelocationLiving in IndiaA visa, a job, and a title are separate permissions. The week that would be lived comes before the deed.
- Global InvestmentEmerging is a classificationOfficial groupings exist to organise data. They are revised, they overlap, and they do not carry a required return or a required risk.
- Global InvestmentDemography is slow, and it is localAge structure and urban settlement shape housing need over decades. They do not time a purchase, and a national trend is not a city.
- Global InvestmentInfrastructure investment is a question of who paysA road, a power line, or a station is not a theme until the user, the payer, and the contract are named. Announced projects are not operating assets.
- GRIP LibraryMumbai, Bengaluru and Delhi NCR: three economic machinesFinance and a port, a technology labour market, and a capital region spread across three states. One country, three property markets.
- AudioGlobal Startup Ecosystems: Where Tomorrow's Economies BeginWhat makes a city attractive to entrepreneurs? This GRIP audio commentary explores global startup ecosystems, venture capital, business regulations, talent, innovation infrastructure and the relationship between entrepreneurship and urban development. From Singapore and Bengaluru to Nairobi, Kuala Lumpur and Jakarta, discover how different cities support new businesses, attract investment and develop emerging economic opportunities. Understand why successful startup ecosystems depend on more than funding, and how entrepreneurship contributes to employment, innovation and the long-term economic character of cities.
Continue with GRIP
Cities and sectors are different maps.
A sector note says which rule and which customer. A city note says who can be hired. Neither is a ranking.