Validio
Stockholm platform for data quality, lineage and cataloging with a 14-day full-feature trial
At a glance
| Company | Validio AB |
|---|---|
| Category | Data Observability Platforms |
| Headquarters | Stockholm, Sweden |
| Founded | 2019 |
| EU Presence | Yes - Sweden (EU) |
| Data Location | Managed solution on GCP, AWS or Azure; region not stated; VPC option keeps data in your environment |
| Open Source | No |
| GDPR Compliant | Yes |
| Self-Hosting | Yes, in your Virtual Private Cloud |
| Main Features | Data quality and observability, anomaly detection in segments, lineage with root-cause analysis, data asset insights, AI agents, integrations |
| Pricing | Based on size and complexity of data; 14-day free trial; no amounts shown |
| Best For | Teams that need segment-level anomaly detection and lineage in one tool |
| Replaces | Monte Carlo, Anomalo, Bigeye |
Full review
Validio is a data platform from Stockholm that combines data quality and observability, lineage and a data catalog. The privacy policy names Validio AB, Reg. No. 559192-3049, of Linnégatan 78, 115 23 Stockholm, as data controller, and Swedish law governs the website terms.
The About page says Validio was founded in 2019 and lists its headquarters in Stockholm, with sales roles for the US and EMEA.
What does Validio monitor?
Validio uses machine learning to detect anomalies hidden in segments of data, with thresholds that adjust to data patterns and historical data backfilled. Lineage with root-cause analysis shows where an issue starts and who is affected.
The platform also offers data asset insights and AI agents, and lists solutions for data quality monitoring, business metrics monitoring and regulatory compliance.
How can Validio be deployed?
Validio offers a managed solution hosted by Validio on top of GCP, AWS or Azure, and a secure VPC option where Validio is hosted in the customer Virtual Private Cloud. The VPC option states that no data leaves the environment.
The pricing page lists ISO 27001, SOC 2 Type II, GDPR and HIPAA compliance for the managed solution.
What does Validio cost?
Validio prices by the size and complexity of data, with the number of data assets, segments and deployment model as key variables. Amounts are not shown, and you talk to sales.
A 14-day trial gives the full platform for up to 10 users, with an onboarding and summary session.
Known limits
Validio shows no price amounts, and the trial lasts 14 days. The managed solution runs on US hyperscalers (GCP, AWS or Azure) and the region is not stated on the pages we read. The terms of use we read are dated 23 January 2023.
Best suited to users of Validio
Data teams in finance, manufacturing and logistics that need anomaly detection plus lineage. Teams that prefer a free start may look at Soda.
What works, what does not
Pros
- Segment-level anomaly detection
- Lineage and root-cause analysis included
- Self-hosted option in your VPC
- Full-feature 14-day trial for up to 10 users
- Swedish AB with registration number in the privacy policy
Cons
- No price amounts published
- Region of the managed solution not stated
- Pricing depends on assets, segments and deployment
- Terms of use dated January 2023
Pros and Cons
Pros
- Looks for anomalies inside slices of a table
- Lineage with root cause analysis is part of the platform
- VPC deployment keeps processing in your environment
- Trial of every feature for 14 days and up to 10 users
- Swedish AB whose registration number appears in the privacy policy
Cons
- No amounts on the pricing page
- The managed solution's region is not stated
- Price depends on assets, segments and deployment together
- Terms of use are dated January 2023
Alternatives to Validio
Further European data observability platforms to compare:
See all European data observability platforms or compare them directly against Monte Carlo on our alternatives page.
Questions buyers ask
Yes. Validio AB is registered in Sweden under Reg. No. 559192-3049 with its address at Linnégatan 78 in Stockholm. Swedish law governs the website terms.
Yes. The pricing page lists a secure VPC deployment where Validio is hosted in your Virtual Private Cloud and no data leaves your environment.
Yes, a 14-day trial of the full platform for up to 10 users, using your own data or demo datasets, with an onboarding session.