Live, queryable intelligence over the entire Central & state public-procurement record - classified, de-noised, and ranked by who actually wins the money.
Explore the data Use the APIGovernment “tech” money overwhelmingly flows to infrastructure - data centres, software and fibre - not AI. And competition is an inverse map of domestic supplier depth: where Indian vendors are deep, bidding is healthy.
Higher = thinner competition / fewer domestic suppliers.
Every tender is classified into exactly one of seven layers, by precise keyword matching on its title and work description. The boundaries matter - especially around AI, which people often stretch to cover the hardware it runs on.
The GPUs and data centres that power AI are counted under Data Center; the chips under Semiconductor. So the AI/ML figure is deliberately narrow: it measures spend on actual AI capability, not AI-adjacent infrastructure. When a tender is genuinely an AI system that happens to include GPUs, AI intent wins and it is counted as AI/ML. This is why AI/ML looks small - because it is, once you stop counting servers as "AI".
Artificial intelligence, machine learning, deep learning, computer vision, NLP, LLMs / GenAI, predictive analytics, IndiaAI. The algorithms and models, i.e. the "intelligence".
Data centres, GPUs, HPC, servers, colocation, supercomputing. The compute that AI (and everything else) runs on. Frequently mistaken for AI; counted separately here.
Chips, VLSI, wafers, fabrication, OSAT, the India Semiconductor Mission. The physical silicon. Adjacent to AI, but not AI.
General-purpose software: ERP, CRM, web and mobile apps, SaaS, digital platforms, databases. Software that is not specifically AI.
Cyber security, SIEM, firewalls, endpoint protection, VAPT, penetration testing, security operations centres.
Government digital public infrastructure: e-governance, DigiLocker, UMANG, Aadhaar, ABDM, UIDAI, digitisation.
Connectivity: BharatNet, fibre optic, leased lines, broadband, OFC.
Pick a layer and a record type, then query the live API. Awards are ranked by contract value.
Run a query to see results.
Open, read-only, no key required. Query it from anything - code, notebooks, or your own dashboards.
Base URL
/stats - headline counts & value by layer/vendors?limit=10 - top vendors ranked by value won/single-bid - single-bid rate by layer/tenders?layer=ai_ml&limit=10 - filter: layer, ministry, year, q/awards?layer=cybersecurity&single_bid=true - filter: layer, single_bid, vendor, q