OpenAI Codex Adoption Surges 27x in India as Non-Coding Use Takes Off

OpenAI's Codex platform has seen weekly active users in India grow 27 times since the beginning of 2026, with daily interactions climbing more than 20‑fold by late April, according to figures shared by the company at Mumbai Tech Week on May 28, The Indian Express reported. India now ranks among OpenAI's top five global markets for Codex adoption and among the top ten for user engagement.

"What's exciting about India is that adoption is not just happening among software engineers. We're seeing founders, operators, researchers, students, and business teams increasingly use Codex to turn ideas into working outcomes faster," Thomas Jeng, OpenAI's Head of Startups for Asia‑Pacific, said at the event, The Economic Times reported.

Perhaps the most striking finding is that more than a quarter of all Codex requests from India are now for non‑coding tasks. Users are employing the platform for synthesizing information, drafting documents, automating research processes, and organizing workflows and communication, The Indian Express reported.

Pragya Misra, OpenAI's head of strategy and global affairs for India, told The Economic Times that even non‑technical users are increasingly using the platform to build apps and websites through natural language prompts.

"OpenAI models are no longer just about asking and answering questions. We are now transitioning into reasoning models and from there, into a more agentic world, where models actually go out and do the work for you," Misra said.

The 27x surge builds on an already strong foundation. Data from OpenAI Signals, the company's analytics platform, showed in February that Codex usage for coding tasks in India was already nearly three times the global average, and coding‑related queries from the country were almost three times the global median, The Indian Express reported.

"India already has one of the world's strongest builder cultures, and the pace of adoption here reflects how actively people are building with leading‑edge AI tools," Jeng said. India is also OpenAI's second‑largest ChatGPT user market globally, Misra confirmed, The Economic Times reported.

OpenAI has already locked in Codex collaborations with major Indian enterprises including Tata Consultancy Services, Infosys, and Razorpay, covering software engineering and enterprise workflow automation, The Economic Times reported. On May 11, OpenAI announced the launch of the OpenAI Deployment Company, a venture focused on helping enterprises adopt AI systems at scale through hands‑on implementation, workflow design, and deployment inside client organizations.

The strategy is clear: India's massive developer base — one of the largest in the world — combined with a fast‑growing startup ecosystem and enterprise IT services industry, makes it a critical market for AI coding tool adoption. Codex's growth rate in India is outpacing most other regions, positioning the country as a bellwether for how AI agent tools scale globally.

The India numbers challenge the assumption that AI coding tools are a developer‑only product. When 25% of usage is non‑coding — drafting, researching, automating — the addressable market expands dramatically beyond the 30 million or so professional software developers worldwide.

It also raises the stakes for competitors. Claude Code, GitHub Copilot, and Cursor are all fighting for developer mindshare, but Codex's ability to attract non‑developers in India suggests a different growth vector: becoming a general‑purpose productivity platform that happens to excel at coding. For builders, the signal is that AI coding tools are dissolving the boundary between traditional developers and everyone else faster than most expected.