AI-driven predictive maintenance helps organizations anticipate equipment failures, cut downtime, and extend asset life. This guide explains what these tools do, how they are used, and what to evaluate before choosing a solution. It draws on our Predictive Maintenance ranking to highlight common strengths and meaningful differences across platforms.

An analysis of how AI is currently applied in e-commerce, based on insights from the Balkan Ecommerce Summit 2026. The article combines practical use cases with a critical perspective on strategy, measurement, and emerging developments such as agentic AI.