dotData Enterprise
dotData Enterprise: Enterprise AutoML for automated feature discovery, modeling, deployment, and monitoring. Ranked #6 of 29 in AutoML Software by our editors (8.7/10); pricing: Pricing on request; best for enterprises automating feature discovery.
At a glance
- Editor score8.7 / 10
- PricingPricing on request
- Best forEnterprises automating feature discovery
- Feature engineeringYes
- Founded2018 · San Mateo, California, USA
- Facts checked21 Sep 2026
Where it wins
- Automates multi-table feature engineering and feature discovery
- Combines model search, comparison, explainability, and time-series modeling
- Supports web, API, and self-hosted deployment with drift monitoring
Where it doesn't
- Pricing requires a sales conversation
- The platform is focused on enterprise predictive analytics workflows
- Batch deployment is the listed deployment option
Our verdict on dotData Enterprise
dotData Enterprise is a no-code machine-learning platform for analytics teams and business users working with complex enterprise data. It covers data preparation, automated feature engineering, feature discovery, model building, model comparison, explainability, and predictive-model deployment. The platform is suited to organizations developing models from large relational datasets and time-series data, particularly where feature discovery is a central requirement.
Pricing follows a contact-sales model rather than a published tier structure. That approach fits organizations evaluating an enterprise platform around their data environment and deployment needs, but it gives buyers less immediate pricing detail for early-stage comparison. The product's scope centers on automated workflows: algorithm and hyperparameter search, model recommendation, model comparison, explainable features and models, and predictive scheduling. This makes it a stronger fit for teams seeking a broad AutoML workflow than for users looking only for a lightweight modeling utility.
Platform coverage is a significant part of the product's positioning. dotData Enterprise supports web, API, and self-hosted environments, with GUI-based workflows and private-cloud hosting on AWS or Microsoft Azure. Integrations include API and JDBC, while deployment and prediction scheduling support operational use after model creation. Model and feature monitoring for drift extends the workflow beyond initial training. Enterprises that need automated feature discovery across relational or time-series data should shortlist it; teams seeking transparent self-serve pricing or a narrowly focused, minimal AutoML tool should consider alternatives.
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dotData Enterprise pricing
dotData Enterprise fact sheet
| Free plan | Not verified |
|---|---|
| Paid from | Not verified |
| Feature engineering | Yes |
| Automated model selection | Yes |
| Model explainability | Yes |
| Deployment options | Batch |
| Workflow interface | Visual |
| Hosting model | Both |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | SOC 2, SSO/SAML, 2FA |
| Support | Email, Phone |
| Built for | Enterprise (editorial estimate) |
| Integrations | 4 integrations: API, JDBC, AWS, Microsoft Azure |
| Pricing | Pricing on request |
| Website | dotdata.com |
| Facts checked | 21 Sep 2026 |
dotData Enterprise integrations
dotData Enterprise lists 4 integrations on its own site.
- API
- JDBC
- AWS
- Microsoft Azure
Alternatives to dotData Enterprise
- SAS ViyaA broad, governed AutoML platform for complex enterprise and regulated workloads.9.3
- DataRobotA focused enterprise AutoML platform with forecasting, deployment, monitoring, and governance.9.1
- IBM Watson StudioA broad AutoML workspace for teams that need collaboration, deployment and governance.9.0
See all dotData Enterprise alternatives →
dotData Enterprise vs the competition
- dotData Enterprise vs SAS Viya
- dotData Enterprise vs DataRobot
- dotData Enterprise vs IBM Watson Studio
- dotData Enterprise vs H2O Driverless AI
- dotData Enterprise vs Amazon SageMaker Autopilot
- dotData Enterprise vs Altair AI Studio
Compare dotData Enterprise with any tool side by side →
Also Ranked In
dotData Enterprise is ranked in 2 of our directories.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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