Starburst Enterprise

From a principal cloud infrastructure analyst’s perspective, my overall experience with Starburst Enterprise has been strong on platform capabilities and acceptable on operational maturity, with most pain points concentrated at the integration/process edges rather than the core query engine behavior. Support Quality: I would characterize support quality as good but somewhat dependent on how prepared we are internally with reproducible evidence. The fastest progress happened when we could provide exact config deltas, command outputs, and clear before/after states. Integration Success: Integration with AWS services is one of the strongest aspects, but it requires disciplined setup. We successfully implemented Glue metastore integration, role-based access patterns, and BIAC role/domain/product provisioning. We also hardened automation by replacing a TLS-fragile Powershell path with a curl-based API call, which improved execution reliability in our environment. Business Impact: The immediate impact has been greater confidence in data management, data access and cleaner operational repeatability. We have completed end-to-end provisioning for owner/consumer role models and aligned writeback paths for Iceberg workflows through Terraform-backed changes. This kind of deterministic runtime verification reduced ambiguity during rollout and improved confidence in production-readiness.