Seeq advanced analytics enables PI System customers to rapidly find, share, and act on insights to get even more value from their data. Seeq is advanced analytics for the PI System including Asset Framework, Event Frames, PI Notifications, Data Archive, and other features. Seeq combines advanced trending and data visualization with Google-like search, data cleansing, and the ability to quickly create and manipulate data objects that represent batches, machine states, or other time periods of interest. In addition, Seeq is browser-based so it can be accessed from any workstation, with results easily shared in real time with colleagues in any location. Finally, Seeq con­nects to data in any source, including SQL Server and production systems like MES, Batch, LIMs, EAM and others for contextualization of sensor data in the historian.