Delphix is actually meant for data masking. Speaking about how my company uses the tool for DevOps workflows, I would say that my company has a Jenkins pipeline, and we write all the scripts, after which the onboarding is completed in Delphix. In our company, we have a service process between the producers and the consumers. Once the onboarding is done, all the rules and data masking are taken care of, which is like a one-time deal. Unless the data structure changes, my company used to go to Collibra and get the schema to ensure that the requested fields were there in the schema, after which we used to read the data specific to that catalog and then mask it. The script gets triggered by Jenkins.
I have no doubts about how the solution provides and ensures data compliance and security. My company has been using Delphix for quite some time now. Initially, my company didn't have to deal with any big data. After my company had a requirement to deal with the big data in relation to its migration to the cloud, we had tons and tons of data coming in, owing to which we had to deploy the big data kind of a cluster like Delphix. My company has unstructured, structured, and some semi-structured data as well to do the masking, but we are able to deal with only a few such data and not with all of it. I have no problems with relational databases. In semi-structured data, I do have problems, but not with all of them, including data in Word and PDFs.
Delphix has been the most valuable in improving data operations, predominantly in the area of data masking from higher to lower.
Delphix's virtual data infrastructure has impacted our company's data management processes really well, especially whenever we want to deal with the area of testing in data science and wherever we need to write the models while taking data from a higher environment to the lower environment, maintaining the data masking posture, following the industry regulations and work in compliance with the security guidelines, which helped us tremendously, to fit the tool into our architecture framework.
My company has an agreement with Delphix to take care of the maintenance of the product. One person from my company will take care of the maintenance.
I recommend the product to other people who want to use it.
I rate the tool an eight out of ten.