New SaaS platform capabilities maximize the value of AI while introducing new cost-efficient infrastructure options
SAN FRANCISCO, Oct. 23, 2025 /PRNewswire/ — Domino Data Lab, provider of the leading Enterprise AI Platform trusted by the world’s largest AI-driven enterprises, today announced major updates to Domino Cloud that empower enterprise IT teams to scale AI value by bringing cost controls and operational maturity to AI workloads.
Even when enterprises identify a valuable AI use case, scaling it into a significant return on investment (ROI) is often challenging, due to infrastructure costs, operational complexity, and limited penetration into business processes across the organization. According to Domino’s REVelate study, nearly 60% of enterprises expect less than 50% ROI on certain AI initiatives. Domino’s latest Software-as-a-Service (SaaS) capabilities offer IT teams new ways to maximize AI value across the organization and reduce infrastructure costs—some by up to 60%—as well as drive down IT overhead.
“AI experimentation is easy, but delivering ROI at scale remains a challenge,” said Nick Elprin, CEO and co-founder of Domino Data Lab. “Domino’s new capabilities enable enterprises to go beyond experimentation, to deploy their AI use cases enterprise wide to realize their full potential.”
Solving the Enterprise AI Equation: Scaling Proven Use Cases + Controlling Costs
Domino Apps, an easy way to create and deploy AI applications and agents, have two new capabilities that make them more powerful and efficient at scale:
- Autoscaling: Domino Apps now scale their compute resources up and down elastically to meet demand, ensuring seamless user experience for thousands of business users, while avoiding unnecessary infrastructure costs during periods of low usage.
- App Discovery: Domino now offers a new experience for business users to discover Apps relevant to their roles and workflows, facilitating wider AI adoption and more value created throughout the business.
Additionally, two major new capabilities in Domino’s underlying compute infrastructure allow IT to efficiently scale production AI workloads across real-world enterprise AI use cases. With Domino, teams can now leverage:
- Spot Instance Support: Enterprises can now run AI workloads — for development, training, or serving APIs or Apps — backed by spot instances, which reduces infrastructure costs up to 60%.
- Managed Data Planes: Building on Nexus, Domino’s unique hybrid- and multi-cloud compute orchestration technology, Domino Cloud—a fully managed service—now supports physically isolated data planes for customers. This allows them to move compute to different geographies to protect data privacy or avoid expensive data transfer costs, and to segregate workloads for reasons such as security or production isolation.
These new capabilities, combined with Domino’s proven security and governance, turn IT teams into enterprise AI enablers. These teams have long benefited from an ability to empower rapidly innovating data science teams in the most regulated environments. Now, using Domino, they can also actively contribute to maximizing the impact of AI applications and agents, while protecting this value by minimizing costs.
Availability
Domino-managed data planes, spot instance support, application discovery, and application autoscaling are available today in Domino Cloud on AWS. Support for additional cloud providers will follow in upcoming releases.
Additional Resources
- Learn more about the latest innovations in the Domino Enterprise AI Platform.
- Read the Domino Blog for customer successes and industry insights.
- Follow Domino on LinkedIn and X.
About Domino Data Lab
Domino Data Lab empowers the largest AI-driven enterprises to build and operate AI at scale. Domino’s Enterprise AI Platform provides an integrated experience spanning model development, MLOps, collaboration, and governance. With Domino, global enterprises deliver better medicines, grow more productive crops, develop more competitive products, and more. Founded in 2013, Domino is backed by Sequoia Capital, Coatue Management, NVIDIA, Snowflake, and other leading investors. Learn more at domino.ai.
SOURCE Domino Data Lab