Features
Every decision made so your team ships faster.
SOFI is opinionated about isolation, masking, refresh, and audit. The result is realistic test data that stays inside your security boundary.
VDBs
Provision an isolated database per developer. In seconds.
VDBs are logical databases on private pools. SOFI creates the role, mounts the thin clone, applies masking policy, and returns a usable connection string without a full database copy.
- Average provisioning time: < 60 seconds
- 95% smaller storage (incremental snapshots)
- Configurable TTL (auto-destroy after 24h, 7d, etc.)
- Automatic pool selection by database type and capacity
Masking
50+ native rules. Referential consistency preserved.
DataMasker applies deterministic rules while preserving joins, formats, constraints, and application behavior. Batching keeps large masking jobs predictable.
- PII detector with no setup (12 locales)
- FKs and PKs preserved via consistency keys
- Locale-aware for SSN, ZIP codes, phones
- Hyperscale: 100M+ rows via Celery chord
Everything in
12 features. One platform.
Virtual Databases (VDBs)
Per-developer thin-clones. Provisioning in < 60s. Shared underlying storage.
Masking · 50+ rules
PII detection, referential consistency, locale-tuned for global data.
Native CDC
WAL (Postgres), binlog (MySQL), LogMiner (Oracle). Sub-second latency.
38+ connectors
Relational, NoSQL, analytics. Drivers managed by the platform.
Private access controls
SSO, RBAC, private routing, scoped approvals, and auditable bypass.
CoW snapshots
Copy-on-write. Incremental snapshots. Instant rollback.
Hyperscale masking
100M+ rows without OOM. 50K-row chunks via Celery chord. Keyset pagination.
Granular RBAC
Roles: admin, developer, viewer, requester. Permissions per scope:action.
Compliance audit
Immutable log of masking, access, and provisioning. Export for auditors.
PII detector
Identifies SSN, email, phone, credit cards, and addresses without setup.
Webhooks + SSO
OIDC/SAML for auth. Webhooks for provisioning and masking events.
API + CLI
REST API and CLI for CI/CD scripts. Native GitHub Actions integration.