Lakehouse Architecture
Build a Modern Data Lakehouse — Not Another Data Swamp
Data lake became a data swamp? Warehouse too expensive to scale? The lakehouse architecture combines the best of both — and TOP IZ DATO experts build it on Databricks, Delta Lake, Apache Iceberg, or your preferred platform.
Design My LakehouseWhy Companies Move to Lakehouse
💰 Warehouse Costs Exploding
Snowflake, Redshift, BigQuery bills grow faster than your data value. Lakehouse architecture can reduce storage and compute costs by 60–80%.
🏝️ Data Silos
Data lake for ML, warehouse for BI, operational DB for apps — three copies of the same data, none of them consistent.
🤖 ML + BI on Same Data
Your data scientists can't access the same data as your analysts. Lakehouse enables both workloads on a single platform.
📐 Architecture Complexity
Databricks lakehouse platform, Delta Lake, Apache Iceberg, Apache Hudi — choosing and implementing correctly requires deep expertise.
Platforms We Work With
Databricks Lakehouse
Delta Lake, Unity Catalog, MLflow, Photon engine. We design and implement Databricks architectures for enterprise-scale data platforms.
Apache Iceberg & Hudi
Open table formats that work with any compute engine. No vendor lock-in. Full ACID transactions on your data lake.
Cloud-Native Lakehouse
AWS Lake Formation, Azure Synapse Analytics, Google Dataplex — cloud-native lakehouse built on your existing cloud investment.
Your Data Architecture Needs a Lakehouse Review
Book a free lakehouse architecture consultation. We'll assess your current stack and show you the path to unified, cost-efficient data infrastructure.
Get Lakehouse Consultation