Platform
Everything you need. Nothing you don't.
One fully managed platform, from source to report. We provision, monitor, patch and back up. You connect your sources and ask your questions.
Fully managed
No engineering team required.
We run the platform, you use it. Provisioning, monitoring, patches, backups, scaling. All ours. You focus on the questions that move your business forward.
- 24/7 monitoring and on-call
- Continuous security updates
- Automated daily backups
- Capacity scaling without downtime
EU-sovereign infrastructure
Hosted in Europe. Always.
Hosted in Europe. No US sub-processors, no hidden jurisdiction. Your data stays within Europe, under European law.
- Hosted in Europe
- No US sub-processors
- GDPR + NIS2 by default
- Data egress only on your request
Per-client isolation
Your environment. Yours alone.
Dedicated tenancy. No shared compute, no shared storage, no shared IAM. Your data and another client's data never touch.
- Own compute, memory and storage
- Own database, not shared
- Own IAM and encryption keys
- Other clients' incidents don't affect you
Medallion architecture
From raw data to business insights.
Bronze, Silver, Gold. Raw data is cleaned, validated and prepared for analysis step by step: automatically, in a fixed sequence.
Medallion architecture
BRONZE
Bronze
Raw ingestion
SILVER
Silver
Cleaned and validated
GOLD
Gold
Ready for reporting
Bronze → Silver → Gold. Raw data is cleaned, enriched and prepared for analysis.
Data quality
Problems visible before your report finds them.
Quality checks run at every level: individual values, datasets, business rules and quality over time. Anomalies are flagged automatically; you don't have to go looking.
- Checks at value, dataset and rule level
- Quality tracking over time
- One overview across all sources
- Failures surfaced immediately, down to row level
Security and access
Who sees what. Always enforceable.
Four composable roles control what users can do. Platform actions and data access are enforced separately. Admins have no data access by default.
- Four roles: platform admin, client admin, engineer, user
- Platform actions and data access enforced separately
- Sign in via your own identity provider with MFA
- Users, roles and groups managed from the platform
Compliance by default
GDPR, NIS2, EU Data Act.
Not a bolt-on, but the baseline. Audit logs, data residency guarantees and sub-processor transparency are part of the standard configuration.
- Full audit trail
- DPA included as standard
- Data residency in Europe
- Sub-processor register public
- GDPR erasure (Art. 17) built into the architecture. Not a manual process.
- Software Bill of Materials generated automatically on every build.
Open and portable
Your data stays yours.
Open source under the hood. Standard SQL, no proprietary dialects. Export everything at any time: no exit fee, no negotiation.
- Postgres and Apache Iceberg
- Standard ANSI SQL
- Export any time, no restrictions
- No proprietary formats
Connects to your tools
Power BI, Tableau, anything that speaks SQL.
We handle the pipeline, you choose the reporting tool. Native support for common BI tools, plus direct SQL access for anything else.
- Power BI, Tableau, Looker
- Excel via DirectQuery
- Metabase, Superset, Hex
- Direct SQL for custom integrations
- Built-in dashboards, no extra licence
Architecture
One pipeline, five steps.
From raw source data to report: every step is automated, logged and repeatable. You see exactly where your data is and what happens to it.
01
Connect
02
Ingest
03
Validate
04
Transform
05
Report
Connect, ingest, validate, transform, report. One pipeline, one environment.
Roadmap
What's coming.
Sovarity is in active development. These are the features being added in the coming months.
AI error explanation
Coming soonTranslates technical pipeline failures into plain-language explanations with suggested actions.
Composite quality score
Coming soonOne weighted quality score per source. One glance tells you whether a source is healthy.
Automated column descriptions
Coming soonDocumentation that stays current, generated from schema and SQL analysis.
Schema-level access groups
Coming soonScope which users see which datasets, beyond role-based access.
Next step