Question: I need a system that provides a unified, governed platform for data science teams to access data, tools, compute, models, and projects from anywhere.

For a governed, unified platform for data science teams, Domino Data Lab is a good option. This enterprise AI platform is designed to accelerate research and deployment of models while ensuring best practices and reproducibility. It can be integrated with a broad ecosystem of tools and infrastructure, and offers a secure and compliant environment, which is useful for life sciences and financial services.

Another option is Dataiku, which formalizes data use for superior business outcomes. It has a broad range of features, including generative AI application development, data preparation, machine learning, MLOps and strong governance. Dataiku is a Leader in the Gartner Magic Quadrant for Data Science & ML Platforms and has a range of industry-specific solutions.

Cloudera offers a hybrid data platform that securely ingests, processes and analyzes data in the cloud and on-premise environments. It can consolidate vast amounts of data from many sources into a single trusted system for insights and AI model training. The platform is used in many industries to improve business operations and customer experiences.

Last, DataRobot AI Platform is notable for its ability to rapidly build and deploy AI solutions while providing end-to-end visibility and control. It has deep ecosystem integration and is a leader in the Gartner Magic Quadrant for Data Science and Machine Learning Platforms. It's a good fit for teams that want to accelerate their AI work with strong governance and monitoring.