Data Explorer
Browse catalogs, namespaces, and tables with schema inspection and Databricks-style column profiling.
A sovereign, open-source data platform built on Apache Iceberg, Polaris, SQE, and OPA. Enterprise-grade security, AI-assisted analytics, and total cloud independence — zero proprietary lock-in. Runs on Kubernetes: hyperscaler, sovereign cloud, private cloud, or on-prem.
Open standards end to end: Apache Iceberg · Polaris · OPA · Keycloak · S3. No vendor IAM, no proprietary format.
Cloud-native warehouses create deep dependency on a single provider. Migrating away costs millions and takes years.
GDPR, DORA, and NIS2 demand control over where data lives and who can access it. Proprietary platforms make compliance a moving target.
Catalogs, query engines, access control, and storage — each with its own API, auth model, and upgrade cycle. Rising cost, audit nightmares.
A fully integrated data platform built exclusively on open standards — every layer governed by a vendor-neutral body, swappable at will.
| Capability | Technology | Lock-in risk |
|---|---|---|
| Data format | Apache Iceberg | none — open table format |
| Data catalog | Apache Polaris | none — open REST catalog |
| Query engine | SQE (Flight SQL) · Trino · Spark Connect | none — ANSI SQL, JDBC/ODBC |
| Identity | Keycloak / OpenID Connect | none — any OIDC provider |
| Authorization | OPA + Rego policies | none — open policy standard |
| Storage | Any S3-compatible backend | none — standard S3 API |
Browse catalogs, namespaces, and tables with schema inspection and Databricks-style column profiling.
Execute SQL via SQE (Arrow Flight SQL), Trino, or Spark Connect with inline results, history, and row counts.
Browser-based IDE: file editor, git operations, build/test/run, and dbt model lineage visualization.
Context-aware assistant powered by a local LLM with MCP tool integration. Schema-aware natural-language SQL.
Visual ODCS v3.1.0 editor with quality checks, import from catalog, and dbt export.
Table-level access control via OPA Rego policies, identity from Keycloak. service_admin → table_reader.
OpenTelemetry traces, OCSF audit logging, Jaeger UI — see every query and access decision.
dbt model lineage with auto-layout, column-level tracking, and search across the warehouse.
Flagship views — query editor, catalog explorer, and lineage — join the gallery in a later beta drop.
The sqe deployment mode runs the Sovereign Query Engine in place of Trino: Arrow Flight SQL on the wire, per-query identity, and highly Iceberg-compatible reads and writes — V2 and V3. Every query runs as the authenticated user; the bearer token flows through to the catalog and storage.
SQE speaks the Trino HTTP protocol too, so existing clients connect unchanged — or swap in Trino itself. For heavy data engineering, Spark Connect runs against the same Iceberg tables, no copies. Either way it's ANSI SQL over standard JDBC/ODBC — no proprietary drivers.
Tableau · Power BI · DBeaver · DataGrip · dbt · Python/pandas · Spark Connect · the built-in Query Editor — all via Flight SQL or standard JDBC/ODBC. No data copying; queries run against data in place.
OpenID Connect standard — swap for Okta, Azure AD, or any OIDC provider. SSO, MFA, user federation. BFF-style auth: no tokens exposed to the browser. Group and role claims minted into every token.
One policy engine for the whole platform. Catalog-level (catalogs, namespaces, tables), query-level (execution, visibility, row filtering). Policy-as-code: version, review, and audit every access rule. Roles from service_admin to table_reader.
GRANT and REVOKE privileges on catalogs, namespaces, and tables using Polaris's native RBAC security model — then layer OPA policies on top for row- and column-level rules. Standard, portable grants; no vendor-specific access model to migrate away from.
The same open stack everywhere — no managed-service lock-in, no per-query fees.
Production deploys via Helm charts on any conformant Kubernetes: Polaris, the query engine (SQE or Trino), Spark Connect, Keycloak, OPA, and the portals — with horizontal scaling and Argo CD GitOps delivery. Storage is any S3-compatible backend.
Beta: public Helm charts and a hosted demo are on the way.
| This platform | Typical cloud DW | |
|---|---|---|
| Vendor lock-in | zero — open source | deep — proprietary |
| Data format | Apache Iceberg | proprietary internal |
| Data location | any cloud / on-prem | vendor cloud only |
| Identity provider | any OIDC | vendor IAM only |
| Authorization | OPA — policy-as-code | built-in, non-portable |
| Query engine | SQE / Trino — standard SQL | proprietary drivers |
| AI analytics | local or cloud LLM — your choice | vendor's AI service |
| Exit strategy | walk away — data is Iceberg/Parquet | multi-year migration |
| Cost model | infrastructure only | per-query + markup |
The platform is delivered as a managed service — you choose where it runs, Schuberg Philis runs it. Pricing is usage-based on data volume and workloads; tell us your shape below and we'll send a quote.
Runs on Schuberg Philis Cloud, STACKIT (sovereign EU), or AWS Sovereign Cloud.
Your private cloud or on-premises — operated by Schuberg Philis.
Both models are the same open platform — zero proprietary lock-in, walk away with your Iceberg data anytime.
Pick the options below and we'll prepare a quote. Submitting opens your mail client addressed to info@sovereign-data.org.
Current as of 8 June 2026
| Feature | Description |
|---|---|
| Catalog federation | Connect Snowflake, Databricks, AWS Glue catalogs — query across platforms with one SQL interface. |
| Column / row-level security | Fine-grained OPA policies for column masking and row filtering. |
| Streaming ingestion | Apache Flink for real-time data pipelines. |
| CSV import / export | Upload CSV to Iceberg tables; download query results as CSV/Parquet. |
| Okta integration | Direct Okta OIDC support alongside Keycloak. |
| Full GitOps deployment | Argo CD application sets with environment promotion. |
All items are planned, not committed dates — this is a beta. Shipped capabilities are above.
The Cloud Independent Data Platform exists because most "data sovereignty" is a setting in someone else's console. Real sovereignty means you can pick up your data and your access policies and walk to a different cloud — or to your own datacenter — without a multi-year migration.
So every layer is a widely adopted open standard governed by a neutral body: Apache Iceberg and Polaris for tables and catalog, ANSI SQL via SQE or Trino for query, OpenID Connect for identity, OPA/Rego for authorization, the S3 API for storage, Kubernetes + Helm for deployment. No single vendor controls any component of the stack.
That makes regulations like GDPR, DORA, and NIS2 tractable: data location is your choice, access decisions are policy-as-code you can audit, and there is no proprietary format holding you hostage.
The platform is designed and built by Schuberg Philis, integrating proven open-source components — Polaris, Keycloak, OPA, Trino, the Sovereign Query Engine — into one secure, operable whole. It pairs with SQE, the sovereign query engine that powers the platform's sqe deployment mode.
Beta: this site tells the story; product screenshots, a hosted demo, and public images are on the way.