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Governance

RBAC & Data Lineage

Fine-grained role-based access control and automatic column-level lineage , governance that scales with your enterprise.

Role-Based Access Control

Predefined Roles. Custom Policies.

Rubiscape ships with enterprise-ready role templates. Extend them with attribute-based policies for row-level, column-level, and tenant-level access control.

Platform AdminFull platform access , users, policies, integrations
High
Data StewardData governance, quality rules, classification
High
Analytics EngineerPipeline creation, dataset publishing, studio access
Medium
Business AnalystDashboard creation, report access, no raw data
Medium
Executive ViewerRead-only dashboards and KPI summaries
Low
API Service AccountScoped token access to specific endpoints
Custom
Data Lineage

Know Where Every Data Point Came From

Column-Level Lineage

Trace every data transformation from source column to output metric , automatically captured at every pipeline step.

Policy-Aware Lineage

Lineage graph respects RBAC , users only see lineage paths they are authorised to access.

Impact Analysis

Before changing a dataset or transformation, see exactly which downstream dashboards and models are affected.

Governance Audit

Every lineage event is logged with user, timestamp, and policy context for compliance reporting.

Policy Engine

Rubiscape's policy engine evaluates every access request in real time against role hierarchies, attribute conditions, and data classification tags , enforcing governance at machine speed.