Virtual Databases
Provision isolated thin clones for QA, development, analytics, demos, and pull-request environments.
Products
A complete product surface for private test data.
SOFI packages virtualization, masking, refresh, access control, and audit into one on-prem platform instead of another pile of scripts.
Masking Engine
Detect and replace sensitive values before lower environments can use the data.
Safe Refresh
Refresh workspaces from the latest approved snapshot without exposing raw production values.
Branch Workspaces
Create short-lived databases for branches, review apps, QA windows, and release trains.
Audit Trail
Track source access, masking policy, approver, destination, TTL, and every refresh event.
Access Controls
SSO, RBAC, private routing, and workspace-level approvals for regulated teams.
Developer surface
One workflow from ticket to usable database.
Product teams can provision data the same way they request compute: from CLI, API, CI/CD, or the dashboard.
Read deployment docs$ sofi workspace create
Operating model
Built around the steps data teams already run.
SOFI keeps the repeatable part repeatable: source discovery, masking, VDB provisioning, refresh windows, and evidence capture.
01 / Connect
Register read-only source credentials inside your network.
02 / Profile
Classify schema risk, tenant keys, joins, and PII columns.
03 / Mask
Compile deterministic rules that keep applications working.
04 / Provision
Create isolated VDBs for the teams that need them.
05 / Refresh
Apply approved deltas with policy and audit already attached.
< 60s
workspace provisioning
95%
less storage than full copies
0
raw production values exposed