No infrastructure and query changes changes required. e6data reads your data in-place from your existing storage (S3, ADLS, GCS) in any open format (Delta, Iceberg, Hudi, Parquet). Your catalogs, access controls, and BI tools continue working exactly as before.

Yes, we are compatible with all existing data platforms and architectures. We support hybrid (multi-cloud, multi-region, on-premise) deployments and connect with all catalogs, table formats, BI tools, and governance tools.

Your data never leaves your environment. e6data deploys in your VPC with private endpoints, integrates with your existing IAM/RBAC controls, and supports all major compliance frameworks. We can provide detailed security architecture diagrams and have passed enterprise security reviews at Fortune 500 companies. Read more at: https://security.e6data.com

We provide a monitoring tab that streams live cluster statistics and utilisation metrics, a Query History log, and a Usage & Cost dashboard that rolls up vCPU-seconds into clear dollar totals—so at a glance, you can spot bottlenecks, attribute spend, and optimize workloads before you even leave the console.