product

Hybrid Lakehouse: deploy on any cloud, across multiple regions, or on-premises

Run your workloads where the data lives. For enterprises facing compliance issues across geographies, high egress costs, IAM friction, and vendor lock-in challenges. Compatible with all data platforms.
e6data’s hybrid data lakehouse architecture with multi-cloud, multi-region, and on-premises deployment. The diagram shows four e6data Hybrid Clusters: AWS US-East-1, AWS EU-Central, Azure US-West, and an on-prem site, each connected to any data catalog and local object storage (S3 or Blob) and feeding to applications.

e6data's hybrid lakehouse architecture - built for zero data movement

Query your data wherever it lives. In our architecutre, the “hybrid” split is handled at the compute layer. Queries over on-prem files are executed by on-prem compute nodes, and queries over cloud data are executed by cloud-side (or serverless) compute.
Databricks
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Databricks Alongside e6data
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features

Ingest, ETL, Query on a single governance plane

Compute in-place —eliminating replication and egress costs. Using affinity-aware execution, while accommodating any governance framework, enforcing ACL consistency, enterprise-grade security, all within a single fully managed cluster.

No more egress fee across regions

Compute in-place without replicating data across regions and clouds, eliminating hefty egress fees by up to 99%.

Affinity-aware data computing

Bind workers, processes, and tasks to the resources “closest” to your data— on a single cluster and meet stricter SLAs.

Zero ACL drift via a centralized policy repo

Every table inherits consistent permissions and stays audit-ready by design. “Live ACL state = Policy ACL state”, always.

Enterprise-grade compliances

Row/column-level control, IAM integration, and audit-ready logs. SOC 2, ISO, HIPAA, and GDPR—secure by design, with no slowdown.

Real-time analytics with sub-minute latencies, wherever your data lives

Power use cases like alerting dashboard, fraud detection by combining streaming ingestion, incremental processing, and fast SQL queries on unified storage, be it on cloud, on-premise or hybrid.


Deploy across multi-cloud, multi-region, and on-prem

FAQs

What exactly is hybrid lakehouse architecture and how does it differ from a cloud-only lakehouse?
It is a single logical lakehouse whose storage, compute and catalog layers can live partly on-prem and partly in the cloud, giving you warehouse-grade reliability on data lakehouse for faster, cost-efficient, and scalable analytics.

How do we keep security, lineage, and governance policies consistent across on-prem and cloud zones?
By combining a federated catalog, location-aware execution, and enterprise IAM/audit integration, e6data ensures that security, lineage, and governance policies are defined once and enforced uniformly—whether your data lives in an on-prem HDFS cluster or in cloud object storage.

Where does the “hybrid” boundary usually sit—storage, compute, or both?
In e6data’s hybrid lakehouse, storage never moves—it stays wherever you place it. Instead, the “hybrid” split is handled at the compute layer. Queries over on-prem files are executed by on-prem compute nodes, and queries over cloud data are executed by cloud-side (or serverless) compute. 

How does e6data minimise cross-region egress costs?
Cross-region egress fees are charges for data leaving one cloud region to another or to on-prem. e6data minimises these fees primarily through a zero-data movement and location-aware compute architecture.

How do I migrate from my enterprise data warehouse / data lake to e6data’s hybrid lakehouse?
Sign up the form and get your instance started. You can deploy it to a hybrid architecture, without copying or migrating any data from your cloud / on-prem storage.