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Domino Data Lab
Data Analytics
Domino Data Lab is a San Francisco-based enterprise MLOps platform that helps data science teams build, deploy, and manage machine learning models at scale.
$306M
-$2.25
26.40%
30 days ago
$8.53
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Domino Data Lab was founded in 2013 by Nick Elprin, Matthew Granade, and Chris Yang, based on the observation that data science teams at large enterprises often worked in fragmented, poorly reproducible ways, using a wide variety of different programming languages, tools, and personal computing environments without shared infrastructure for tracking experiments, collaborating on projects, or reliably moving a model from a data scientist's individual research environment into a properly monitored production deployment, creating challenges around reproducibility, collaboration, and governance as enterprises tried to scale their use of machine learning across more of the organization. Domino's platform provides a centralized environment for enterprise data science teams to develop, track, and deploy machine learning models, supporting a wide range of programming languages and open-source tools data scientists commonly use rather than locking them into a single proprietary framework, while providing centralized infrastructure for provisioning computing resources, tracking experiment history and model versions, and managing the full lifecycle of a model from initial research through production deployment and ongoing monitoring. The company has positioned its platform specifically for large, complex enterprises with substantial data science teams working across many different projects and use cases, where the lack of standardized tooling and governance can create significant inefficiency, duplicated work, and difficulty ensuring models remain accurate and compliant with internal and regulatory requirements once deployed. Domino has expanded its platform to address the growing enterprise need for AI governance and responsible AI practices, including capabilities for tracking model lineage, monitoring model performance and potential bias in production, and providing audit trails relevant to regulated industries. The company's customers span large enterprises across financial services, life sciences, insurance, and other data-intensive industries. Domino has raised very substantial venture funding from investors including Sequoia Capital, Coatue, and Nvidia, reaching a valuation exceeding $2.7 billion, competing with cloud providers' native machine learning platforms and other MLOps vendors.
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