India’s AI push shifts from pilots to production, CTOs and Google Cloud debate costs and readiness

Indian enterprises are moving beyond AI pilots to production-grade deployments, with the enterprise AI market expected to reach $71 billion by 2030, Inc42 reports. At a roundtable hosted by Inc42 and Oracle, six CTOs from sectors including cloud, fintech and agritech warned that scaling fails because of poorly framed business problems and data unpredictability, not a shortage of GPUs. Oracle India's Vivek Gupta said the bottleneck is defining a clear business outcome before building. CTOs cautioned that infrastructure decisions vary by use case and that black-box models cannot replace human judgement in last-mile operations.

Google Cloud India's Managing Director Amit Kumar told a media tour on September 25 that every AI deployment must deliver clear economic value and operational execution, The Hindu reports. He said Indian organisations across manufacturing, healthcare and financial services are embracing AI at unprecedented pace and entering an 'agentic era'. Google Cloud is offering an integrated stack with locally processed Gemini models. The Hindu listed partnerships with boAt for conversational audio, Pine Labs for SME commerce, and Cropin for agri-intelligence.

NDTV reported that concerns about agentic AI governance, risk, use-case identification, data availability and costs remain major barriers to adoption among Indian companies, offering no speaker attribution. The news comes as CTO Dialogues and Google Cloud's event separately documented the same transition from experimentation to execution.