Comprehend helps companies gather clinical data faster and visualize it.
Data from clinical trial is often stored in different places with no consistent data format. Comprehend enables every user in an organization to use that data to answer their questions across multiple disparate data systems, regardless of where the user is, or where the data resides.
1) We have a lot of data processing problems at scale. For example, lots of hospitals use our software and they each have a different internal system they're using. We need to ingest their data and make it easy for them to run queries and find answers.
2) We are migrating our data store to SPARK and using SPARK ML to automate manual processes - stats/ML model
3) We work in a highly regulated industry, none of the public cloud providers are compliant so we had to build our own private cloud.
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