Future of Data Science

Announcing Domino Summer ‘23 Release

Thomas Dinsmore and Ramanan Balakrishnan2023-06-01 | 6 min read

Domino's new Model Sentry feature helps enterprises manage AI evolution and launch products responsibly.
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Build and Operate AI Fast, Responsibly and Cost-Effectively

Whether you're planning to hit the beach or explore the mountains this summer, don't miss our latest offering. Domino's Summer 2023 release provides groundbreaking new capabilities that make Domino the fastest, most cost-effective, and responsible way for enterprises to build and operate AI.

Faster Solutions With Domino

With the Summer Release, Domino adds the AI Hub and updates Domino Code Assist (DCA), the low-code tool we introduced earlier this year, to offer AutoML and Foundation Models.

Domino already helps you create, find and reuse projects, saving time and enforcing standards and best practices. With the new AI Hub, you can now also use pre-built project templates for various use cases. AI Hub gives you a head start with natural language processing, computer vision, generative AI, life science, and more.

Domino AutoML helps you quickly prototype accurate machine-learning models with just a few clicks. Domino AutoML provides complete visibility, reproducibility, and access to explainable audit-ready code. Code you can customize for particular use cases. Domino AutoML is seamlessly integrated with Domino so that you can track key metrics, artifacts, and code.

Finally, new advanced capabilities, including generative AI, are now available in Domino Code Assist (DCA). With DCA, teams can quickly explore large language models (LLMs), computer vision, and other foundation models. Users can find the best state-of-the-art foundation models in just a few clicks, connect them to their data, and generate a starter code block. They are then ready to adapt and fine-tune the model to business needs. With DCA, you waste less time on boilerplate code and more time doing meaningful work.

Responsible AI With Domino

You understand the power of AI. You also know that a flawed model can wreck your business. Making model deployment fast and easy is a good thing, but not at the expense of model governance.

The Domino Summer Release includes Domino Model Sentry. Domino Model Sentry is a comprehensive AI governance solution. It ensures safe model deployment, protecting your organization and your customers.

Domino Model Registry is a centralized system to record, view, manage, and deploy model versions. With Domino Model Registry, you can see all production and candidate models in a single view regardless of their source or where they reside. Plus, you can track model versions, experiments, and objects through the lifecycle.

Domino Model Cards provide reviewers with critical details about the model so that they can certify it for production. Domino gives your team a comprehensive system of record for each model version and its supporting assets.

Domino Model Review and Model Staging support the model evaluation and review process. They help manage how model versions move from development to staging and production. You can customize a review workflow with access control for model components and promotions. With Domino, you can set up automation pipelines to ensure models are evaluated and deployed to the proper environment – on separate data planes if required.

Manage Costs with Domino

We hear a lot from customers about their drive to manage costs better. Domino FinOps provides complete visibility into your data science costs. You can track and monitor your infrastructure costs at a detailed level and roll up costs by customizable dimensions (such as users, projects, teams, and organizations). In addition, Advanced Cost Reporting also delivers cost transparency to support chargebacks.

To manage costs proactively, you can even establish budgets for the areas you watch. Then, when costs run "hot," Domino will alert you.

Accelerate Time to Value With Domino Cloud

Expanding Domino Cloud

Domino Cloud provides you with the benefits of Domino in a fully-managed cloud-native service. With Domino Cloud, you can onboard entire teams and accelerate AI value without waiting for long deployment cycles and maintenance burdens.

Domino Cloud now lets you run workloads across multiple clouds, cloud regions, or on-premises from a single managed control plane. Available through the AWS Marketplace, you can simplify procurement, get a unified cloud bill, and use your cloud provider spending commitments towards Domino usage.

Domino Cloud Enterprise is a single-tenant with VPC isolation, dedicated infrastructure, and an SLA of 99% availability. It complies with GDPR and HIPAA rules and is certified for ISO 27001 and SOC 2 Type II.

Introducing Domino Cloud for Life Sciences

Domino Cloud for Life Sciences is a unified, audit-ready data science and Statistical Computing Environment (SCE) designed to accelerate time-to-market for clinical trials and discovery in the life science industry.

Domino Cloud for Life Sciences provides one platform for GxP and non-GxP computing. You have complete flexibility in data, tools, and languages, plus guaranteed traceability, reproducibility, and audit trails.

As a fully-managed service, Domino Cloud for Life Sciences provides secure and private single tenancy, fast and easy onboarding, and worry-free maintenance.

Domino Cloud for Life Sciences offers qualified, validated installations and upgrades. It complies with 21 CFR Part 11, EudraLex Annex 11, WHO Annex 5, GDPR, and HIPAA compliance. If needed, our team provides you with regulatory audit support.

Learn More

Check our release website here to learn more about the Domino Summer Release.

Watch this demo to see Domino in action.

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