Vendor Name | Verta |
Stand-alone vs. Platform | Standalone platform for Model Management & Operations |
Delivery Model | Commercial software for on-premise or private cloud deployment |
Clouds Supported | On-premise (air-gapped) |
Pricing Model | Seat-based license |
Service Level Guarantees | SLOs/SLAs are guranteed and can be customized per contract agreement |
Support | 24x7 support is available based on the contract agreement |
SSO, ACL | RBAC and user management system along with SSO support to integrate into identity systems (e.g SAML, Okta, Active Directory, etc.) |
Security and Compliance | Advanced user management, SSO, RBAC, integrations with enterprise identity providers, audit/access logs, model release approval workflows |
Setup | Verta hosted - You can get started within minutes (sign-up with the platform, setup our client library and start logging model metadata). |
Flexibility, Speed, and Accessibility | The web UI and APIs are designed for scalability and flexibility. You can log metadata and data types to fit your use case. With open APIs you access models and metadata from Verta and push them to other tools. |
Model Versioning, Lineage, and Packaging | You can package and log model API and all the artifacts in Verta Model Registry and Experiment Management system |
Log and Display of Metadata | Code versions, commit SHA, notebook snapshots |
Comparing Experiments and Models | Compare selected experiments with a tabular view (compare all the artifacts, code, dataset and model metadata). Includes charts to visualize and compare metrics, hyper-params and attributes. |
Organizing and Searching Experiments and Models | Manage users and teams and organizations with workspaces |
Model Review, Collaboration, and Sharing | Verta model registry supports appoval workflows and you can transition models from development, staging or production and retirement. Customers can define the right roles and permission for who can approve a stage change or deploy a model. You can add comments, share custom dashboards for collaboration and transparency across teams. Activities are logged, providing signals and tracking for updates and promotions across development stages. We gurantee immurability for model artifacts, requirements and attributes for compliance and safety. Admins can choose from 3 different lock levels (closed, redact and open) based on the company policy and model types. |
CI/CD/CT Compatibility | Through open APIs and eventing ststems Verta model registry provides CI/CD automation workflows with CI/CD tools like Jenkins. |
Integrations | Verta integrates with popular ML libraries and has deep integrations with several DevOps tools like Datadog, Kafka, Github and Jenkins |
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Vendor |
Demo link |
Stand-alone vs. Platform |
Delivery Model |
Clouds Supported |
Pricing Model |
Service Level Guarantees |
Support |
SSO, ACL |
Security and Compliance |
Setup |
Flexibility, Speed, and Accessibility |
Model Versioning, Lineage, and Packaging |
Log and Display of Metadata |
Comparing Experiments and Models |
Organizing and Searching Experiments and Models |
Model Review, Collaboration, and Sharing |
CI/CD/CT Compatibility |
Integrations |