AI Predictive Maintenance Could Unlock 1% GDP Growth for India
Industry leaders suggest AI-based predictive maintenance could unlock 1% GDP for India and add $100 billion to manufacturing by 2035.
Industry leaders have highlighted a massive economic opportunity for India, suggesting that the widespread adoption of AI-based predictive maintenance could unlock a 1 per cent boost to the nation's GDP. By minimizing productivity losses caused by equipment breakdowns, unplanned downtime, and inefficient asset management, India can significantly strengthen its industrial foundation.
The Massive Economic Impact of AI
The potential for digital transformation in India's industrial sector is staggering. According to a NITI Aayog report on AI for Viksit Bharat, several key technologies are essential for building a resilient infrastructure. These include:
- AI-based predictive maintenance
- Digital twins
- Automated substation operations
- Remote monitoring
The economic implications are profound. The report estimates that AI could add between USD 85 billion and USD 100 billion in value to India's manufacturing sector by the year 2035.
The High Cost of Unplanned Downtime
The shift from reactive to proactive maintenance is no longer just a luxury; it is a financial necessity. A global survey by ABB has revealed a concerning trend in the Indian industrial landscape. While the global average for unplanned outages is 69 per cent, a staggering 88 per cent of Indian industrial businesses experience an unplanned outage at least once a month.
The financial drain is immense. It is estimated that such outages can cost a typical Indian business nearly Rs 70 lakh per hour. Despite these heavy losses, the survey found that 19 per cent of Indian respondents still rely on a "run-to-fail" maintenance approach, waiting for equipment to break before addressing the issue.
"The findings highlight the need for industries to invest in reliability, digitalisation and a forward-looking, outcome-based approach to maintenance," said Amit Gupta, Division President, Motion Services, ABB India.
Manufacturing Growth and Asset Management
This push for technological adoption comes at a time of rapid industrial expansion. Data from the Economic Survey 2025-26 shows significant growth across the board:
- Gross Value Added (GVA): The registered manufacturing sector grew by 9.59 per cent in 2024-25.
- Industrial Output: Increased by 7.81 per cent.
- Fixed Capital: Grew by 10.54 per cent.
As the scale of manufacturing and infrastructure investment rises, asset reliability has become a critical productivity issue. Experts suggest that utilizing predictive diagnostics, the Industrial Internet of Things (IIoT), and digital twins can identify potential failures before they happen, thereby extending equipment life and improving asset utilization.
A Growing Market for Asset Management
The economic shift toward managing assets more effectively is already reflected in market trends. The Indian Asset Performance Management market was valued at USD 810.6 million in 2024 and is projected to surge to USD 2.25 billion by 2033, growing at a compound annual rate of approximately 12 per cent.
Industry experts at MRAM 2026 emphasized that India must evolve its strategy. Rather than focusing solely on building new assets, the nation must prioritize building, maintaining, and optimizing existing infrastructure—such as roads, railways, airports, ports, and power plants—to enhance overall productivity, resilience, and global competitiveness.