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Architecture

Liquify your
Data Silos.

From batch processing to real-time streaming events. We engineer resilient Lakehouses using Databricks, Snowflake, and Kafka.

The Pipeline

Medallion Architecture

Landing raw immutable data (Bronze), cleaning and conforming with dbt (Silver), and aggregating for business logic (Gold).

Ingestion

Universal CDC

Connectors for 150+ sources (Salesforce, SAP, Postgres) with Change Data Capture for sub-second latency.

Governance

Unity Catalog

Fine-grained access control (RBAC) and lineage tracking down to the column level. GDPR compliance by default.

Alation
Collibra
Unity
Observability

Data Contracts

Automated Great Expectations tests that block bad data before it pollutes downstream BI dashboards.