PUT DATA SCIENCE TO WORK

Let’s get your data scientists out of the IT business.

Right now, your team's analytics and AI workloads are running on individual laptops or glued together with self-managed servers. That's a security nightmare for IT and a massive, frustrating distraction for your data scientists and AI practitioners. Posit gives you a single, secure platform for R, Python, and AI work that actually scales, so your team can stop wrestling with infrastructure and get back to writing code and building AI Applications.
 

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POSIT WORKBENCH

Stop running code on fragile laptops

When you run heavy data models and AI experiments on local machines, your business loses visibility and your intellectual property becomes vulnerable. Posit Workbench gives your data science and AI teams a secure place to do their work. Just log in through a browser and spin up Positron, RStudio, Jupyter, or VS Code, with AI assistants for coding and data discovery built right into the workflow. Data teams get real tools to do real work, and IT gets to sleep at night.

POSIT CONNECT

Get your work out there

When someone finishes a model or a dashboard, they shouldn't have to submit an IT ticket just to share it. Posit Connect lets your team publish data apps, reports, APIs, and websites directly from their coding environment to a secure URL. It plugs into your existing SSO, so only the right people can see your sensitive insights.

 

PACKAGE MANAGER

Secure your supply chain

You can't just let people download random code from the public internet into your production systems. Posit Package Manager acts as a secure, local source of R and Python packages. IT and security teams can block vulnerabilities and enforce allowlists, while data scientists still get the tools they need behind the corporate firewall. It's like a peace treaty between data science and security.

WHAT’S POSSIBLE TOGETHER

What happens when you stop building it yourself

We know you're trying to balance moving fast with staying safe. Here’s how switching to Posit helps you do both.

Bring shadow IT into the light

If you’re downloading unvetted code from the internet and running it on local laptops, it’s time to shine some light. Put those workflows onto centralized servers behind your firewall where you can block vulnerabilities, use your existing SSO, and keep full audit logs.

Protect your intellectual property

If your lead data scientist leaves tomorrow, their work shouldn't disappear with them. By moving analytics off individual machines and onto shared servers, you retain the institutional knowledge. Your models, dashboards, and reports stay accessible and reproducible, protecting your business from the bus factor.

Answer questions in hours, not weeks

Getting a data app or a model live shouldn’t require a manual IT provisioning process that takes forever. We make deployment a breeze from the coding environments your teams want to use and IT approves. When you remove that friction, you spend more time shipping insights instead of waiting on tickets.

Read customer stories

Partner with a vendor you can trust

Many software companies are forced to prioritize short-term returns, which leads to sudden price hikes or paywalling core product functionality. As a Public Benefit Corporation (PBC), Posit is legally required to support the open source community today, tomorrow, and in the future. We’re a safe, predictable partner for your long-term data strategy.

READ THE PBC REPORT

We play nice with the stack you already built

The Snowflake Native App

You can run the entire Posit Team suite as a Native App inside Snowflake. This means your data never leaves the Snowflake security perimeter, and your apps inherit all the governance you’ve already set up.

 

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The Databricks blueprint

Keep your data in the lakehouse. Use Posit Workbench as the front-end for your R and Python experts while using Databricks for the heavy lifting, all secured by native OAuth.

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RStudio on AWS SageMaker

If your team lives in AWS, we’ve made it easy to spin up RStudio sessions directly on SageMaker EC2 instances using your existing IAM roles and VPC settings.

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Security & Authentication

Don’t worry about managing another set of credentials. We integrate with the identity providers you already use, like Okta, Azure AD, and Active Directory, to keep access controlled and audited.

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Air-gapped & Offline Execution

For teams in defense, pharma, or finance, we provide the blueprints for running Posit in fully offline environments with local package mirrors to prevent supply chain attacks.

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High Availability & Disaster Recovery

For mission-critical workloads, "mostly up" isn't good enough. We provide the architecture for load balancing and multi-node setups to ensure your business-critical reports stay online.

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Delivering value across industries

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Public sector

Bring trusted, governed data science to every level of government — from workforce planning to public health.
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Life sciences

Advance clinical trials and life sciences research with reproducible, governed open-source data science.
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Financial services

Deploy risk and fraud models 
to production faster with full auditability and governance.
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Posit solutions for insurance

Insurance

Automate underwriting and claims with predictive models to save time and reduce risk.
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They did it. You can, too.

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Map Posit to your enterprise architecture

Review our comprehensive Reference Architectures to see exactly how Posit Team integrates with your existing VPCs, Kubernetes clusters, and authentication systems (SAML/OIDC).
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Understanding the ROI of data science

Read our guide on how to quantify the hidden costs of DIY maintenance, retain institutional knowledge, and translate data science outputs into measurable business value.
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Partner with a vendor you can trust

As a Public Benefit Corporation (PBC), Posit is legally required to support the open-source community, making us a safe, predictable partner for your long-term data strategy.

Done with building it yourself?