Solutions
Governance & Compliance — enforced at ingestion
LyftData embeds governance controls into the pipeline itself. Apply masking and redaction, control access with RBAC, and keep immutable audit trails before data crosses boundaries.
Problem
Most governance tooling operates downstream. By the time controls are applied, sensitive fields may already be exposed or replicated. Audits become reactive, lineage is incomplete, and policies drift across environments.
LyftData Solution
- Policy-driven masking & redaction: field/column rules applied in Actions during ingestion — regex, tokenization, or full redaction.
- RBAC on pipelines: role-based permissions define who can create, edit, or execute Jobs and Actions.
- Immutable audit & lineage: every run emits logs and lineage metadata for traceability and compliance reporting.
- Environment consistency: one declarative spec governs dev, staging, and prod — eliminating policy drift.
With Server orchestration and distributed Workers, enforcement is consistent and scalable across sources, regions, and destinations. Sensitive fields are handled upstream, access is enforced by role, and every run emits traceable lineage before data crosses boundaries.
Outcome
Sensitive data is protected before movement, access is controlled by role, and every transformation is provable. Teams meet SOC 2 / HIPAA / GDPR requirements with less custom glue and fewer audit gaps.
Next steps
Review your current handling of PII and audit requirements. Map those rules into LyftData Actions and RBAC scopes, then validate with Run & Trace.