Industrial maintenance has traditionally been reactive—fixing broken pumps,stalled belts, or unplanned shutdowns. But that’s changing quickly. According to the AI-Based Predictive Maintenance Market Report 2025–2030 by Research and Markets, global spending on AI-powered maintenance tools is expected to grow from USD 939.73 million in 2025 to USD 1.69 billion by 2030.

Uncertainty is the new normal. President Trump’s aggressive tariff strategy is not just a trade policy—it’s a global shockwave. Companies that move quickly to understand and manage the macroeconomic impacts will be better prepared to weather the volatility and protect competitiveness. Those that wait for clarity may fall behind.

Jesh Ramesh realised during his Master’s degree studies that the tools available to maintenance teams were outdated and inadequate. He was determined to find a better way.