Platfora : Platfora is an end-to-end big data analytics platform with a native-Hadoop infrastructure that enables analysts, business professionals and data scientists to instantly access and drill down into the rawest forms of petabyte-scale data without the need for IT support. Platfora analyze all of data to answer the toughest questions with no code required including data preparation, data warehousing and business analytics are included. Platfora Big Data Analytics includes significant enhancements to the visual analysis capabilities and processing engine, including interactivity at Big Data Scale, advanced visualizations and geo analytics. Platfora [...]

Datawatch : Datawatch provides a platform for visual analytics to acquire, prepare, and transform data from structured and multi-structured sources such as PDF and log files, as well as real-time streaming data, into visually rich analytic applications. This allows users to dynamically discover key factors that impact any operational aspect of their business. Datawatch Managed Analytics Platform deliver an enterprise solution for self-service data preparation and visual data discovery. The capabilities delivered with the Datawatch Managed Analytics Platform include self-service data preparation, advanced data enrichment, automation without scripting, [...]

ClearStory Data : ClearStory Data infers what’s in data to speed data preparation and converge disparate data on the fly. Internal and external data access requires no pre modeling or skills that mandate data specialists. ClearStory’s Intelligent Data Harmonization identifies data relationships across disparate data sources and converges data on-the-fly, to reach holistic, interactive answers faster. ClearStory’s advanced data harmonization platform is powered by an inference and profiling engine to extract metadata in real-time, using Apache Spark’s fast in-memory processing. Data dimensions including dates, time, currencies, geographical entities, and [...]

Waterline Data is an automated data discovery platform that helps Data architects inventory all data in Hadoop automatically at scale, and provision data to business users securely and to make the data ready for analysis automatically without having to explore every file manually. Waterline Data also helps to discover lineage and business metadata automatically, as well as manage metadata.

Waterline Data Inventory automatically profiles and catalogs all the files in Hadoop, detects when the contents of files have changed and notifies users and inspects each field in a file to infer its meaning, tags the field [...]

Trifacta : Trifacta’s Visual Data Profiling features provide immediate visibility into unique elements of the data set like data distributions and outliers to inform the transformation and analysis process.Trifacta uses data inference techniques to introspect the data and automatically apply initial shaping and metadata recommendations for the user. This greatly accelerates the transformation process. Users can quickly un-nest and iterate on the shape of their data in preparation for the dataset’s downstream use.

Trifacta’s data enrichment features make standardizing data, joining datasets and aggregating data outputs [...]