Bronze, silver, gold done right. We design and build enterprise data lakehouses on Microsoft Fabric, Databricks and Oracle Autonomous AI Lakehouse so every team works from one governed source of truth.
Medallion layer design (bronze/silver/gold), storage layout, partitioning and naming standards built to scale.
Batch and streaming ingestion from ERPs, CRMs, APIs, IoT devices and files, with automated quality checks.
Moving from on-premise warehouses, Hadoop, SSIS or Informatica to a cloud lakehouse with minimal downtime.
Catalogs, lineage, access policies, data masking and audit trails that satisfy compliance teams.
Streaming data from transactions, sensors and apps into live dashboards and alerts.
Feature stores, vector search and clean training data so AI projects start on trusted foundations.
Each platform has a sweet spot. We help you choose based on your existing systems, cloud, team skills and budget — and design multi-platform architectures when you run more than one.
Best for Microsoft & Power BI shops. OneLake, Lakehouse & Warehouse design with Delta tables, Data Factory pipelines and Direct Lake mode for high-speed Power BI.
Best for heavy data engineering & ML. Delta Lake, Unity Catalog for governance, Lakeflow pipelines, Databricks SQL, MLflow and Mosaic AI.
Best for Oracle database & ERP estates. Apache Iceberg tables, Select AI natural-language queries, AI Vector Search — on OCI, AWS, Azure or Google Cloud.