Early detection of anomalies with Machine Learning applied to time series: how to anticipate operational problems

In sectors such as energy, water, or transportation, detecting an operational failure minutes—or days—before it occurs can mean the difference between a planned intervention and a production breakdown. This explains how anomaly detection models work in time series and what technical criteria guide their selection. What is an anomaly in a time series? An anomaly […]

Why Traditional Business Intelligence Fails in Companies and How to Fix It

Traditional Business Intelligence has been a priority on the agenda of many organizations for years. But, in practice, the results are often disappointing: BI projects that drag on endlessly, dashboards that are barely consulted, and a persistent feeling that Business Intelligence doesn’t ultimately deliver real value to the business. In classic BI models, the root […]