Data products are applications, tools, and devices that leverage data to overcome product bottlenecks or provide different services more efficiently. They can be grouped into various types based on functionality such as predictive models, recommendation systems, visualization dashboards, search engines, anomaly detectors, and conversational intelligence systems. Acceldata's multi-layered data observability solution helps enterprises improve their data stack reliability to develop great data products.