UP Signs ₹25,000 Crore MoU with Puch AI for ‘AI Pradesh’ Vision Amid Scrutiny

New Delhi/Lucknow: The UP government has signed a ₹25,000 crore memorandum of understanding with Bengaluru-based Puch AI to develop artificial intelligence infrastructure in the state, even as the scale of the deal has drawn scrutiny over the startup’s capacity and track record.

Chief Minister Yogi Adityanath announced the agreement, describing it as a major step toward building “AI Pradesh” and positioning the state as a hub for emerging technologies. The proposed plan includes the development of AI parks, large-scale data centers, AI commons offering public digital services in local languages, and an AI-focused university.

Officials said the agreement was facilitated through Invest UP and is aimed at boosting innovation, governance efficiency and employment opportunities for youth. The chief minister said the initiative reflects the state’s push to attract investment in high-growth sectors such as artificial intelligence.

However, the announcement has triggered questions from opposition leaders and industry observers, who point to the relatively recent incorporation of Puch AI in 2025 and its limited publicly known financial and operational footprint. Critics have raised concerns about how a young startup could undertake projects of such scale, particularly those involving capital-intensive infrastructure like data centers.

Responding to the criticism, the state government clarified that the MoU is non-binding and represents only an initial step in the investment process. In a statement, Yogi Adityanath said detailed due diligence, approvals and feasibility assessments would follow, and that no taxpayer funds are committed at this stage. He added that any proposal failing to meet required standards would be terminated.

According to publicly available information, Puch AI focuses on voice-based, vernacular AI solutions designed for first-time users, particularly in regional languages. The company has indicated that the proposed projects would rely on external funding and private investment.

The development comes as Uttar Pradesh continues to pitch itself as an investment destination through large-scale MoUs across sectors. Analysts note that while such agreements signal intent, their success ultimately depends on execution, funding and regulatory clearances.

As of now, the project remains in the exploratory stage, with its future hinging on due diligence outcomes and the startup’s ability to demonstrate technical and financial capability.