Compare products
Put two or three cybersecurity products side by side and see how they differ on deployment, pricing, features, integrations and compliance.
| Product | Databricks Lakehouse Monitoring by Databricks View product | OneTrust Data Discovery and Classification by OneTrust View product |
|---|---|---|
| Overview | ||
| What it is | Get the facts on Databricks Lakehouse Monitoring: anomaly alerting. Built for Data Activity Monitoring. Compare it with other Data Security options before you decide. | What does OneTrust Data Discovery and Classification do? It covers data flow maps. See typical use cases, cloud or hybrid deployment and how it compares to rivals. |
| Product type | Automated Data Quality & Machine Learning Monitor | Data Discovery & Classification |
| Best for | Data Engineering, MLOps, Enterprise Analytics, FinTech, Healthcare | Cross-industry, Healthcare, FinTech, Enterprise IT |
| Pricing | ||
| Pricing model | Contact Vendor | Contact Vendor |
| Free trial | Free trial: no | Free trial: yes |
| Deployment | ||
| Deployment options | SaaSCloud | SaaSCloudHybrid |
| Deployment details | Cloud SaaS Feature; Unity Catalog; Cloud SaaS feature; Native platform capability | Cloud SaaS; Hybrid; Cloud SaaS; Hybrid scanner appliances |
| Data residency | AWS; Azure; GCP Customer Regions | Global; US; EU; UK |
| Key features | ||
| What it offers |
|
|
| Platform & access | ||
| API access | API access: yes | API access: yes |
| Single sign-on (SSO) | SSO: yes | SSO: yes |
| Role-based access (RBAC) | RBAC: yes | RBAC: yes |
| Multi-tenant | Multi-tenant: yes | Multi-tenant: yes |
| Mobile app | Mobile app: no | Mobile app: no |
| Supported platforms | Databricks Data Intelligence PlatformDelta LakeUnity Catalog | Hybrid CloudsDatabasesFile Shares |
| Compliance | SOC 2 Type IIISO 27001GDPRHIPAA | GDPRHIPAAPCI DSSISO 27001 |
| Integrations & coverage | ||
| Integrations | Unity CatalogDelta LakeMLflowSlackPagerDuty | AWSAzureGCPBigQuerySnowflakeServiceNow CMDB |
| Industries | Data EngineeringMLOpsEnterprise AnalyticsFinTechHealthcare | Cross-industryHealthcareFinTechEnterprise IT |
| Regions | GlobalAWSAzureGCP | Global |
| Vendor | ||
| Company | Databricks | OneTrust |
| Headquarters | San Francisco, California, USA | Atlanta, Georgia, USA |
| Company size | 10,000+ | 3,000+ |
| Founded | 2013 | 2016 |
Overview
What it is
Databricks Lakehouse Monitoring
Get the facts on Databricks Lakehouse Monitoring: anomaly alerting. Built for Data Activity Monitoring. Compare it with other Data Security options before you decide.OneTrust Data Discovery and Classification
What does OneTrust Data Discovery and Classification do? It covers data flow maps. See typical use cases, cloud or hybrid deployment and how it compares to rivals.Product type
Databricks Lakehouse Monitoring
Automated Data Quality & Machine Learning MonitorOneTrust Data Discovery and Classification
Data Discovery & ClassificationBest for
Databricks Lakehouse Monitoring
Data Engineering, MLOps, Enterprise Analytics, FinTech, HealthcareOneTrust Data Discovery and Classification
Cross-industry, Healthcare, FinTech, Enterprise ITPricing
Pricing model
Databricks Lakehouse Monitoring
Contact VendorOneTrust Data Discovery and Classification
Contact VendorFree trial
Databricks Lakehouse Monitoring
Free trial: noOneTrust Data Discovery and Classification
Free trial: yesDeployment
Deployment options
Databricks Lakehouse Monitoring
OneTrust Data Discovery and Classification
Deployment details
Databricks Lakehouse Monitoring
Cloud SaaS Feature; Unity Catalog; Cloud SaaS feature; Native platform capabilityOneTrust Data Discovery and Classification
Cloud SaaS; Hybrid; Cloud SaaS; Hybrid scanner appliancesData residency
Databricks Lakehouse Monitoring
AWS; Azure; GCP Customer RegionsOneTrust Data Discovery and Classification
Global; US; EU; UKKey features
What it offers
Databricks Lakehouse Monitoring
- Automated data profiling
- Statistical drift detection
- ML model monitoring
- Auto-generated dashboards
- Anomaly alerting
- Data Security
- Data Activity Monitoring
- Security Analytics
OneTrust Data Discovery and Classification
- Automated data classification
- Machine learning data labeling
- Regulatory compliance mapping
- Data flow maps
- PII/PHI labeling
- Data flow mapping
Platform & access
API access
Databricks Lakehouse Monitoring
API access: yesOneTrust Data Discovery and Classification
API access: yesSingle sign-on (SSO)
Databricks Lakehouse Monitoring
SSO: yesOneTrust Data Discovery and Classification
SSO: yesRole-based access (RBAC)
Databricks Lakehouse Monitoring
RBAC: yesOneTrust Data Discovery and Classification
RBAC: yesMulti-tenant
Databricks Lakehouse Monitoring
Multi-tenant: yesOneTrust Data Discovery and Classification
Multi-tenant: yesMobile app
Databricks Lakehouse Monitoring
Mobile app: noOneTrust Data Discovery and Classification
Mobile app: noSupported platforms
Databricks Lakehouse Monitoring
OneTrust Data Discovery and Classification
Compliance
Databricks Lakehouse Monitoring
OneTrust Data Discovery and Classification
Integrations & coverage
Integrations
Databricks Lakehouse Monitoring
OneTrust Data Discovery and Classification
Industries
Databricks Lakehouse Monitoring
OneTrust Data Discovery and Classification
Regions
Databricks Lakehouse Monitoring
OneTrust Data Discovery and Classification
Vendor
Company
Databricks Lakehouse Monitoring
DatabricksOneTrust Data Discovery and Classification
OneTrustHeadquarters
Databricks Lakehouse Monitoring
San Francisco, California, USAOneTrust Data Discovery and Classification
Atlanta, Georgia, USACompany size
Databricks Lakehouse Monitoring
10,000+OneTrust Data Discovery and Classification
3,000+Founded
Databricks Lakehouse Monitoring
2013OneTrust Data Discovery and Classification
2016