Copy production data without copying the secrets

Engineers need realistic data to build against. The fastest way to get it is to copy production — which is also the fastest way to scatter real names, emails, and PII across every lower environment, every laptop, every screenshot.

You can have the shape without the secrets.

Realistic data, masked at the source

DataStudio’s Data Masking obscures sensitive fields as you move data, so a lower environment gets records that look and behave like production — without the actual personal information. The structure is intact; the secrets are gone.

How it works

• Mask the fields that matter — names, emails, identifiers, anything sensitive.
• Keep the shape — documents stay realistic, so what you build against behaves like prod.
• At copy time — sensitive values never have to land in the lower environment at all.
• Safer by default — fewer copies of real PII means a smaller blast radius.

Who it’s for

Teams that need production-like data for development, QA, or demos — and security-minded leads who’d rather not have real customer data living in five places.

Try it on your own data

Start your free 30-day trial → — no credit card required. Or browse the full DataStudio walkthrough on our YouTube channel.