Discover, share, and analyze multimodal data in a secure and compliant way

Verily Workbench offers collaborative research features, advanced analytics, and a cloud-transparent infrastructure to accelerate data analytics and governance with tools and frameworks for the entire AI/ML model lifecycle. By connecting data providers and consumers, Workbench strengthens the health data ecosystem in a secure environment, supporting shared discovery and co-analysis for precision health.

View whitepaper for data providers

For pharma and biotech

Put your biomedical data to work

Unlock maximum flexibility

Workbench offers flexibility through its cloud transparent architecture, allowing organizations to focus on scientific research rather than provisioning and managing infrastructure. It supports all user types — from low-code interfaces to complex programming environments — giving you the freedom to bring your own tools and adapt to your team’s workflows.

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Simulated view of Verily Workbench secure data analytics solution and Trusted Research Environment showing how to add data from data catalog.

Data discovery & exploration

Discover, explore, and synthesize multimodal data with our unified, visual data browser. Our central hub view simplifies data discovery, allowing your team to explore both internal and third-party data from a single, unified interface. This centralized view eliminates the need to navigate disparate data silos, getting your researchers to high-impact insights faster.

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Simulated view of Verily Workbench secure data analytics solution and Trusted Research Environment that allows users to securely explore and analyze complex, multimodal datasets

Secure scientific collaboration

Workbench enables seamless collaboration through unified, reproducible workspaces, while our unique governance engine ensures safety. You can easily enforce access policies with simple configurations — no coding required — to give your team the tools they need to collaborate while maintaining control.

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Simulated view of how to create a new cloud environment, or a configurable pool of cloud computing resources, in a Verily Workbench collaborative research workspace.

Support biomedical workflows

Workbench is a biomedical research powerhouse, delivering native tools to support critical workflows like biomarker development and cohort analysis. The Pre platform powers the next generation of the NIH’s All of Us Research Program’s Researcher Workbench, which supports 19K+ registered researchers globally (available in early 2026).

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Simulated view of Verily Workbench collaborative research workspaces, showing support for biomedical workflows.

Advance your AI development

Workbench reduces the barriers to AI/ML development by providing on-demand, scalable access to GPU/TPU infrastructure, all within a trusted, secure environment. The Pre platform supports the entire model lifecycle with an expanding set of AI/ML tools.

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Simulated view of Verily Workbench collaborative research workspaces, showing the image analyzer evaluation.

Workbench aligns with our ambitious initiative to generate the most comprehensive biosample and dataset collection for ALS and provide no-strings-attached access to scientists worldwide to advance their work.

Manish Raisinghani, M.B.B.S., Ph.D.
President and CEO, Target ALS

Advance your AI development within a trusted environment

Expand the reach of your data

With the integrated Exchange, Workbench helps you dramatically expand the reach of your data. We offer a marketplace that connects you with a global network of researchers and biopharma sponsors, and we make it easy for them to discover and explore your datasets through intuitive workflows. This provides a seamless way to drive data adoption and unlock new revenue opportunities.

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Simulated view of Verily Workbench collaborative research workspaces, showing support for biomedical workflows showing access to Verily proprietary datasets

Secure data sharing & collaboration

Our unique governance engine allows you to set and enforce granular access policies through simple configurations — no coding required. Version control and sharing features support validation across teams, partners, and IRB.

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Simulated view of Verily Workbench collaborative research workspaces, showing support for biomedical workflows showing the 1000 Genomes data collection.

Support biomedical workflows

Workbench is a biomedical research powerhouse, delivering native tools to support critical workflows like biomarker development and cohort analysis. The Pre platform powers the next generation of the NIH’s All of Us Research Program’s Researcher Workbench, which supports 19K+ registered researchers globally.

Read our recent whitepaper
Simulated view of Verily Workbench collaborative research workspaces, showing support for biomedical workflows.

Advance your AI development

Workbench reduces the barriers to AI/ML development by providing on-demand, scalable access to GPU/TPU infrastructure, all within a trusted, secure environment. The Pre platform supports the entire model lifecycle with an expanding set of AI/ML tools.

Learn about breaking down data silos
Simulated view of Verily Workbench collaborative research workspaces, showing the image analyzer evaluation.

A single platform

Workbench simplifies your tech stack landscape by providing a single, integrated platform. This reduces the technical barriers for researchers to use your data, making it more attractive and easier to work with, which ultimately increases its value and utility.

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Simulated view of Verily Workbench collaborative research workspaces, showing the different functions within the Pre platform, including Exchange, Workbench, Refinery.

Built for enterprise scale

Full control for all users
Get the foundation and oversight necessary to enable reproducible research.

  • Data policy management: Associate and seamlessly enforce policies around permissions, data use and cloud storage specifications across your data assets
  • Data audit: Monitor data use and detect misuse or threats
  • Data lineage: Understand end-to-end data use and flow from source to consumption
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Simulated view of Verily Workbench — a Trusted Research Environment with a data governance engine that enables better oversight through data policy management tools.

Our data partners

Verily collaborates with partners like All of Us, Target ALS, Helix, and the Michael J. Fox Foundation to enhance our data ecosystem.

These partnerships provide access to diverse datasets, supporting various research initiatives.

All of us research program image logo
Target ALS image logo
Helix image logo
The Michael J fox foundation for Parkinson’s research image logo
View Data Catalog

Verily and NVIDIA collaborate to accelerate precision health AI

Verily and NVIDIA are working together to speed the development of AI agents and models across research and care.

NVIDIA’s AI tech stack will be integrated across Verily’s Pre platform, including NVIDIA NeMo, NVIDIA Parabricks, and NVIDIA CUDA-X Data Science now available in Workbench, with accelerated workflows powered by NVIDIA Blackwell.

Using the Pre platform enhanced with NVIDIA's AI tools, Verily's researchers have developed the first multimodal foundation model using the NIH All of Us Research Program dataset. The model integrates EHR and genomics data using polygenic risk scores for a more holistic health profile.

Image of Nvidia and Verily collaboration

Verily and a leading pharmaceutical company establish a cornerstone analysis environment

Visualization of omics dataset, with close-up of cells.

A global pharmaceutical leader and Verily are looking to create a cornerstone analysis environment for internal and external omics data.

Why Workbench

Data gravity: Workbench provides access to a growing library of critical data with rich discovery and exploration capabilities.

Scalability and flexibility: Our analysis environment meets the needs of diverse audiences through a dedicated account-scaling model, extensible toolset across data sources, and cost-transparency.

Compliance and risk: Workbench provides secure controls to meet governance requirements for internal and external data controllers, and is designed for co-analyzing data in owned cloud environments with individualized policy frameworks.