Domino Data Lab

Domino Data Lab builds enterprise infrastructure for data science. Its Enterprise AI Platform supplies what the company describes as the missing layer for teams putting AI models into production, unifying data, tools, compute and collaboration across on-premises, cloud and hybrid environments. The design premise is that data scientists should be able to work freely while IT departments retain governance, compliance and control. The company cites industry estimates that 87% of data science projects never reach production, and positions its platform as the means of closing that gap.

The platform covers the full model lifecycle, from experimentation through deployment and ongoing management, along with MLOps and governance tooling. Domino Data Lab reports that it reduces model lifecycle time by 50%, deploys models six times faster and cuts infrastructure costs by 40%. It is used by more than 20% of the Fortune 100.

Work at the company centres on problems in drug discovery and life sciences, financial services, national defence and government, and healthcare. The stated mission is to move AI from experimentation to production in service of significant practical problems, with a focus on measurable business outcomes rather than proof-of-concept work alone.