STRATEGIC TECHNOLOGY PARTNER · STARBURST
Simplify access to data lakes, warehouses and operational systems with Starburst’s Trino-based enterprise data platform, supported by Bassirah architecture and integration services.
Evaluating community Trino? Compare Trino OSS and Starburst →
Starburst is one of Bassirah’s Strategic Technology Partners. Our relationship is subject to the applicable Starburst program and agreement. Implementation scope, resell rights and support entitlements are confirmed in each customer engagement.
WHY STARBURST
Enable cross-source analytics and open lakehouse adoption while applying governance and workload-specific controls.
Enterprise data rarely sits in one place. Customer records live in operational databases, history sits in data lakes, and curated models live in warehouses. Starburst is a commercial data platform built on the Trino distributed SQL engine. It lets analysts and applications query across these sources with standard SQL, and it adds enterprise capabilities and vendor support options beyond the community engine, depending on the edition purchased.
Bassirah designs the platform around your sources, security model and workloads: which catalogs to expose, how access is controlled, where federation helps and where curated data or a dedicated analytical store is the better answer.
WHAT BASSIRAH DELIVERS
Our Starburst engagements combine architecture, integration and operational discipline.
USE CASES
Solution concepts. Each design is validated against your sources and workloads.
Query distributed databases and data lakes from one SQL interface, without first moving every dataset into a single repository.
Provide SQL access to open table formats on object storage as part of a phased lakehouse or warehouse modernization program.
Give enterprise users access to data across business domains with consistent, auditable access controls.
TRANSPARENT DECISION GUIDE
Trino is the open-source distributed SQL engine. Starburst Enterprise is a commercial, self-hosted distribution based on Trino. Bassirah supports both, through separate offerings: partner-led Starburst solutions on this page, and independent Trino OSS engineering on our open-source practice. Use this guide to frame the decision.
| Decision factor | Trino OSS (independent support) | Starburst (partner-led) |
|---|---|---|
| Core positioning | Community distributed SQL engine | Commercial, self-hosted Trino distribution with additional capabilities |
| Software subscription | Community licensing; infrastructure/engineering costs remain | Commercial entitlements where applicable, subject to contract |
| Connectors | Trino community connectors; testing needed | Additional supported integrations/connectors per purchased edition |
| Security and governance | Built-in capabilities, plugins and integrator implementation | Additional enterprise controls and support options per commercial package |
| Upstream support | Community channel; Bassirah contractual engineering support | Vendor-backed support per contract, plus Bassirah services |
| Upgrade management | Customer/Bassirah validation of release cadence and compatibility | Vendor release/support lifecycle according to contract |
| Selection rule | Choose when OSS capabilities meet security, support and operating objectives | Choose when commercial controls, tested releases or vendor assurances justify it |
Neither route is always faster or safer. We evaluate your actual versions, connectors, workloads, support needs and licensing before recommending one. Within a given federated-query decision, Trino OSS and Starburst Enterprise are alternatives, unless a phased coexistence strategy is deliberately planned.
DESIGN PRINCIPLES
Federation is powerful, but it does not remove the need for data modeling, metadata or governance. We design Starburst platforms around four principles.
Federated SQL can reduce data duplication for selected queries. Latency-critical or very high-concurrency workloads may still need curated datasets or a dedicated analytical store such as partner-led ClickHouse or ClickHouse OSS.
Protect operational databases with workload policies, pushdown review and query limits, so analytical demand does not degrade transactional services.
Define where access policies are decided and enforced, in Starburst, in the source systems or both, and document it. Catalogs such as DataHub add visibility but do not enforce access on their own.
Treat coordinators, workers, catalogs and metastores, object storage, identity and networking as separate resilience concerns, each with tested recovery procedures.
We can plan coexistence or migration when commercial requirements justify it.
WORKS WELL WITH
A separate, independent OSS support offering for teams choosing the community engine.
S3-compatible storage and an Iceberg-based data foundation for lakehouse tables.
Catalogs assets, ownership and lineage across Starburst catalogs and sources.
SQL transformations and tests, where the current adapter supports your Starburst version.
SEE IT IN CONTEXT
Starburst or Trino OSS for SQL access over Iceberg tables on MinIO AIStor, with dbt Core and DataHub Core.
Governed federation across lakes, warehouses and operational systems.
Phase workloads away from legacy warehouses with federated access during transition.
HOW WE ENGAGE
Trino is the open-source distributed SQL engine. Starburst Enterprise is a commercial distribution based on Trino, with additional product capabilities and vendor support options. Bassirah can help evaluate either route based on your security, connector, operations and commercial requirements.
Yes, when commercial requirements justify it. Because Starburst is based on Trino, much of the SQL and catalog configuration carries over, but connector behavior, security configuration and release versions must be tested. We plan coexistence, cutover and rollback steps explicitly.
No. Federated SQL can reduce data duplication for selected queries, but most enterprises still need data modeling, transformations, metadata and governance. Some workloads perform better on curated datasets or a dedicated analytical store.
Starburst supports Iceberg tables on S3-compatible object storage. The exact AIStor configuration, catalog type, network setup and connector compatibility must be validated in the target architecture.
Vendor-backed support applies according to your Starburst agreement. Bassirah provides architecture, implementation, integration and contracted managed support. The division of responsibilities is documented in each engagement.
No. Starburst federates SQL across many sources. ClickHouse, partner-led or OSS, is a column-oriented database designed for low-latency serving of data stored in it. They solve different problems and are often used together.
Architecture Patterns
Starburst documents an MCP server for AI agents. How it works in Enterprise and Galaxy, how identity and guardrails apply, and what to settle first.
StarburstTrino
Read article : Starburst MCP Server: Governing AI Agent Access to Federated Data→
Tell us about your sources, users and governance requirements. We will help you design and operate the right federated SQL platform.
