What’s new in Domino

Domino Governance automates and orchestrates the collection, review, and tracing of materials required to ensure compliance with internal and external policies, reducing the governed model lifecycle by 70%, and shortening the time to comply with new policies from months to weeks so customers can de-risk faster to innovate faster, mitigate risk, and ensure compliance today and tomorrow. Domino Governance offers:

• Policy management, so customers can define their policies from scratch or customize off-the-shelf templates
• Collaborative and automated evidence collection so data scientists and validators have one place to capture and review evidence to increase speed and consistency
• Global visibility so there is one place to see policies, status of compliance, and open actions across all projects and models

Domino significantly reduces operational overhead and accelerates the transition from development to production on external platforms like Amazon SageMaker by automating model packaging, transfer, and scaling within CI/CD workflows.

Domino provides comprehensive model lineage and seamlessly tracks models built within Domino and deployed on Amazon SageMaker, creating a unified and traceable system of record for robust AI governance. Furthermore, Domino enables data scientists to utilize Amazon SageMaker features such as autoscaling and streaming directly within its platform — facilitating dynamic scaling based on real-time demand. This comprehensive approach allows data scientists to innovate freely, while IT and business leaders maintain control, resulting in faster time-to-value for AI initiatives.

Store larger files and access data faster without moving it, with Domino Datasets and Domino Nexus. Domino Nexus lets enterprises move compute closer to their data, to accommodate data gravity, avoid the time and costs of data transfers, and restrict access to data by region to protect data locality for compliance.

Now Nexus supports Domino Datasets, so you can store larger files and more data, automatically pipe data from external sources, and access data faster without moving it. Domino Datasets allow users to store more data (beyond 8GB) and larger files (beyond the limitation of 10,000 files), and access files faster on-premises or in the cloud, so they can innovate faster, improve productivity, and quickly unlock the value of high-value data anywhere.

Domino enables data science teams to quickly standardize and accelerate projects with templates tailored to their organization. Teams can create ready-to-use templates containing essential components, including code, datasets, compute environments, and configurations in just a few clicks.

Data science leaders can review, approve, and manage templates to enforce company standards and share them with specific individuals, teams, or the entire organization. Integrated FinOps ensures costs are allocated correctly, promoting efficient resource management and oversight across projects.

Domino Flows simplifies multi-step computations across the entire AI lifecycle on any infrastructure, by orchestrating and automating them. Domino Flows lets you build and manage any type of multi-step computation to ensure consistent and reliable execution of flows comprising thousands of tasks and resources, so you can optimize utilization, minimize downtime, and lower costs.

With Flows, you can design efficient flows, schedule flows for faster time to value, track, and visualize every flow, automatically recover from errors, and cache flow outputs to lower costs. Domino Flows delivers fully traceable, versioned, and reproducible flows, for compliance, improved efficiency, and accelerated innovation.