DATA GOVERNANCE

Schema Evolution, Data Quality, Full Control

Automatic schema detection and evolution. Data contracts enforced across every pipeline. Audit logs, lineage tracking, and compliance controls included.

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Schema Evolution, Data Quality, Full Control

Automatic schema detection, data contracts, and compliance controls in every pipeline

Automatic Schema Evolution

New columns, type changes, and table additions detected and propagated automatically. No manual DDL. No broken pipelines.

Data Quality Enforcement

Validate data types, enforce non-null constraints, and catch schema drift before it reaches your warehouse.

End-to-End Data Lineage

Trace every record from source to destination. See which transforms touched it and when it arrived.

Role-Based Access Controls

SSO integration, granular permissions, and team-based access. Control who can view, edit, or manage each pipeline.

In-Flight Data Masking

Hash, redact, or tokenize PII fields before they leave your pipeline. Apply masking rules per-field, per-destination.

Compliance Certified

SOC 2 Type II, HIPAA, GDPR, CCPA, and PCI DSS 4.0.1. Annual third-party audits included.

Centralized Schema Management

Every pipeline includes automatic schema versioning and evolution. Enforce data contracts across your organization without manual coordination.

  • Automatic schema detection from sources
  • Schema evolution without breaking pipelines
  • Version history and rollback capabilities
  • Avro, JSON Schema, and Protobuf support
Schema v3 Updated 2h ago 
{
  "type": "record",
  "name": "orders",
  "fields": [
    {"name": "id", "type": "long"},
    {"name": "customer_id", "type": "long"},
    {"name": "total", "type": "double"},
    {"name": "status", "type": "string"}
  ]
}

Compliance Certifications

Enterprise-grade security and compliance out of the box

SOC 2 Type II

Annual audit of security controls

HIPAA

Healthcare data protection

GDPR

EU data privacy compliance

CCPA

California privacy compliance

PCI DSS 4.0.1

Payment card data security

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PostgreSQL
→
Transform
→
Snowflake
MySQL
→
Transform
→
BigQuery

Understand Your Data Flow

Track data from source to destination. Understand dependencies before making changes. Know exactly which downstream systems are affected.

  • Visual pipeline dependency mapping
  • Impact analysis for schema changes
  • Full audit trail of data transformations

Schema evolution, data quality, and compliance. All built in.

Every pipeline includes automatic schema management, audit logs, and compliance controls.

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