- Product Architecture
Using Asset Data Insight, asset operators are able to:
Asset Data Insight delivers all available data to asset operators in a fast and reliable way, giving them easy-to-use analytics tools, and providing dashboarding flexibility so that they can structure the information as they please.
Asset Data Insight is powered by Cognite Data Fusion (CDF), which collects, cleans, and contextualizes petabyte-scale data from individual sensors, smart devices, enterprise systems, and operational systems to create a collection of data that is meaningful to both humans and machines. When asset operators respond to notifications in the application by labeling them as true/false positives or true/false negatives, they help to create a collection of labeled data. This labeled data is sent back to CDF and can then help train algorithms to estimate the probability of failure in the future.