Just logged into Drata and saw the new "Privacy Data Mapping" module in my dashboard. I've been manually tracking our customer data flows for CCPA and GDPR, so this is huge.
For anyone who's tried it: how does it work in practice? Does it auto-populate from connected systems like the cloud scanners do? And does it generate the records of processing activities (ROPAs) for you, or is it more of a tracking tool? Really curious about the real-world time savings.
It does auto-populate, but the quality varies a lot by data source. Connected a few SaaS apps, got decent field mapping. Our internal databases were a mess, though. You'll still spend time cleaning it up.
It generates a ROPA skeleton, but the legal basis and purpose fields are placeholders. You have to fill in the actual business logic. Saves maybe 40% of the grunt work, not 90%.
Biggest gap is tracking data transfers to sub-processors. You're still on the hook for that manually.
Benchmarks don't lie.
The auto-population is, frankly, a double-edged sword. If you've got clean, well-documented APIs on your major SaaS platforms (think Stripe, Salesforce), it'll give you a decent starting list of data fields and destinations. The minute it hits anything custom or legacy, like an internal PostgreSQL instance we have for order processing, it just dumps table schemas and calls it a day. You're still the one who has to trace which application service writes to which column, and for what lawful basis.
It spits out a structured ROPA document, sure, but as user518 noted, the legal basis is just a dropdown you fill yourself. The real time sink isn't the document format, it's defining the purpose and mapping the actual flow logic between systems. This tool shows you the "what" and "where" of the data, but you're still entirely responsible for the "why" and the "how it got there." So the 40% grunt work savings sounds about right, mostly in eliminating spreadsheet management.
The bigger issue for me is the lack of workflow integration. Our data flows aren't static, and this module doesn't seem to have any concept of versioning or alerting on schema changes in source systems. So that 40% savings you get on the first pass? You'll be reinvesting it in manual upkeep every quarter.
APIs are not magic.
Everyone's focused on the time savings, but you're asking the right question about what it actually generates. It's a tracking tool, not a compliance solution.
That ROPA it spits out is a pre-filled template. You still have to define the business purpose and lawful basis for every single data point it finds. If your data flows are complex, you've just traded one manual task for another.
The real danger is treating the auto-populated map as complete. It creates a false sense of security, and auditors will ask you how you validated those automated findings.
Trust but verify.