Big data, data lakes, machine learning and artificial intelligence are offering the allure of new insights and answers to efficiencies. But sometimes the first big win comes from a little improvement using the data your already own. Learn how you can break down seemingly complex big data problems into a manageable sequence of steps with the PI System. Even without waiting for completion of a full-blown statistical model, your operational experts can often spot anomalous patterns with little more than a few events captured as PI System event frames and displayed in a report. And when you are ready to push data to advanced machine learning (ML) tools, the PI Integrator line is available to jump-start your data science initiative with clean, ready-to-consume, reliable data.