Anomalo
Anomalo: Anomalo combines unsupervised detection, validation, explanations, and lineage for complex data. Ranked #6 of 21 in Anomaly Detection Software by our editors (8.1/10); pricing: Pricing on request · 30-day trial; best for data teams monitoring complex data quality.
At a glance
- Editor score8.1 / 10
- PricingPricing on request · 30-day trial
- Best forData teams monitoring complex data quality
- Facts checked22 Sep 2026
Where it wins
- Monitors structured, semi-structured, and unstructured data
- Explains anomalies with root-cause analysis and data samples
- Connects with major warehouses, catalogs, and Slack
Where it doesn't
- Pricing requires contacting sales
- Default anomaly checks are generally daily
- Not open source
Our verdict on Anomalo
Anomalo is an enterprise data quality and anomaly detection platform for data, analytics, governance, and AI teams. It uses unsupervised machine learning to learn normal patterns across structured, semi-structured, and unstructured data, including tables and documents, then flags unusual changes across datasets. Its hybrid deployment supports web, API, and self-hosted access. The platform combines automated validation checks with custom no-code rules, thresholds, SQL checks, and API checks, giving teams both machine-learning detection and explicit control over important data conditions.
For teams working across a modern data estate, Anomalo’s ecosystem coverage is a significant strength. Integrations include Snowflake, Databricks, Google BigQuery, Amazon Redshift, Amazon Athena, Azure Synapse Analytics, Oracle, PostgreSQL, Microsoft SQL Server, and AlloyDB. It also connects with Alation, DataHub, Atlan, Microsoft Purview, and Slack. Automated data lineage helps connect findings to data relationships, while severity scoring and alert routing support operational response. This breadth makes the platform a strong fit for organizations that need one monitoring layer across warehouses, catalogs, communication tools, and varied data types.
Anomalo’s analysis features are designed to move beyond detection. Data profiling and historical pattern analysis provide context, while root-cause analysis includes good and bad data samples to help teams investigate unusual changes. A 30-day trial is available, and purchasing is handled through sales rather than a published plan structure. Default anomaly checks are generally daily, with custom schedules available. Choose Anomalo when your team needs broad data coverage, explainable findings, lineage, and integrations; consider a narrower alternative if you need a simple monitoring tool, open-source software, or a publicly listed price.
Your product? Our editors can test Anomalo in depth and publish a review, labelled as paid · from $149/mo →
Anomalo pricing
Anomalo fact sheet
| Free plan | Not verified |
|---|---|
| Paid from | Not verified |
| Detection method | Machine-learning |
| Real-time detection | Not verified |
| Supported data | structured, semi-structured, unstructured, tables, documents |
| Deployment options | Hybrid |
| Anomaly explanations | Yes |
| Data retention | Not verified |
| Free trial | 30 days |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | SOC 2, GDPR, HIPAA, PCI DSS, SSO/SAML, 2FA |
| Support | Email, Docs |
| Built for | Enterprise (editorial estimate) |
| Integrations | 20 integrations: Snowflake, Databricks, Google BigQuery, Amazon Redshift, Amazon Athena, Azure Synapse Analytics … See all → |
| Pricing | Pricing on request · 30-day trial |
| Website | anomalo.com |
| Facts checked | 22 Sep 2026 |
Anomalo integrations
Anomalo lists 20 integrations on its own site.
- Snowflake
- Databricks
- Google BigQuery
- Amazon Redshift
- Amazon Athena
- Azure Synapse Analytics
- Oracle
- PostgreSQL
- Microsoft SQL Server
- AlloyDB
- Alation
- DataHub
- Atlan
- Microsoft Purview
- Slack
- Microsoft Teams
- PagerDuty
- Opsgenie
- Webhooks
- Jira
See all Anomalo integrations →
Alternatives to Anomalo
- Progress FlowmonA network-focused platform for traffic visibility, anomaly detection and capacity planning.9.0
- ManageEngine NetFlow AnalyzerAffordable on-premises flow monitoring with alerts, reporting, and security analytics.8.6
- AnodotBroad real-time anomaly detection with forecasting, correlation, and root-cause analysis.8.4
See all Anomalo alternatives →
Anomalo vs the competition
- Anomalo vs Progress Flowmon
- Anomalo vs ManageEngine NetFlow Analyzer
- Anomalo vs Anodot
- Anomalo vs Securonix UEBA
- Anomalo vs ExtraHop RevealX
- Anomalo vs Quest Data Quality
Compare Anomalo with any tool side by side →
Also Ranked In
Anomalo is ranked in 2 of our directories.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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