AI isn’t just for long-term transformation projects — it can deliver measurable ROI in as little as 90 days. By focusing on practical, high-impact use cases like predictive maintenance, intelligent document processing, AI-driven demand forecasting, real-time quality control, and customer service automation, organisations can boost operational efficiency fast. These quick wins use existing data, integrate with current systems, and start producing results within a single quarter.

Predictive maintenance is transforming how asset-intensive industries manage equipment health. By using AI and machine learning to analyse sensor data, organisations in manufacturing, engineering, transport, and utilities can predict failures before they happen. The result is fewer unplanned stoppages, lower emergency repair costs, and extended asset life — all delivered faster than many expect, thanks to data they already have.