Enterprise products
Individual Products
Standalone products. Built for specific requirements.
Our tools work best together but can be purchased individually to best serve your needs.
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Posit Workbench
Develop with Posit Workbench, the premier development experience for R and Python users.
Basic
Essential access to the most popular open-source IDEs for Python and R. Designed for small teams, with up to 10 users. Manage Workbench on a single server.
Code with RStudio, JupyterLab, or VS Code from anywhere via browser
SSO / Authentication
Admin-configurable, server-sized compute
Multiple Python / R versions
Advanced Python and R session management
Administrative dashboard
One production and one staging instance
Enhanced
Robust development for high governance and compliance. For growing teams with up to 100 users. Manage Workbench with load balancing / high availability with two servers.
All Basic features
High availability / load balancing with two servers and two staging servers.
Authentication pass-through for AWS, Databricks, and Azure credentials
Audit executed code and session actions
Monitoring of server and session metrics
Advanced
A complete solution with unlimited instances for any environment. For large teams who need maximum scalability and all the features. Scale Workbench to Kubernetes and Slurm clusters.
All Enhanced features
Unlimited instances of Posit Workbench for advanced deployments
Managed offerings in Amazon SageMaker, AzureML, or Google Cloud
Run jobs on Kubernetes / Slurm
Provide container-backed sessions
Basic
Deploy and deliver Python and R in production with enterprise security and support. For small teams with up to 50 consumers.
Share apps, reports, dashboards, and pins developed in Python and R
Schedule reports
SSO / Authentication
Organize content for easy discovery
Track usage of published content
Share static content with unlicensed visitors
One production and one staging instance
Enhanced
Scalable data solution delivery with support for web API frameworks and custom branding. For medium teams with up to 500 consumers.
All Basic features
High availability / load balancing with two servers and two staging servers
Deploy web API frameworks like FastAPI, Flask, and Plumber for real-time analytics
Custom branding support for a personalized Connect experience
Data governance features including viewer identity delegation and execution user controls
No-Login Access to Static Content (without “Powered by Connect” branding)
Advanced
Maximum scalability with easy content deployment in Kubernetes. For large teams.
All Enhanced features
Unlimited servers maximum flexiblity
Support for Kubernetes with Off-Host Content Execution
Posit Package Manager
Deliver open source packages with Posit Package Manager, the most effective way to maintain environments.
Enhanced
Built to scale
Governance and security for growing data science teams. Curated repositories, vulnerability reporting, and MCP server integration for AI assistant governance.
Governance and security for growing data science teams. Curated repositories, vulnerability reporting, and MCP server integration for AI assistant governance.
Up to 10 package repositories
Curated CRAN and PyPI sources
CRAN snapshot source
Pre-built Linux binaries for R
MCP server for AI assistants
NFS high-availability storage
Custom metadata per package
Vulnerability reporting and blocking
Vulnerability data sync
Advanced
Complete enterprise governance
Unlimited repositories, automated enforcement, and air-gapped deployment for organizations with the strictest compliance requirements.
Unlimited repositories, automated enforcement, and air-gapped deployment for organizations with the strictest compliance requirements.
Up to 10 package repositories
Curated CRAN and PyPI sources
CRAN snapshot source
Pre-built Linux binaries for R
MCP server for AI assistants
NFS high-availability storage
Custom metadata per package
Vulnerability reporting and blocking
Vulnerability data sync
SSO authentication (OIDC)
Unlimited package repositories
Blocklist rules (severity, CVE, license)
Allowlist overrides for accepted risks
Git builders for internal packages
OIDC identity federation for CI/CD
Snowflake authentication
Scope mapping and scoped delegation
Air-gapped and offline deployment
User namespace sandboxing
GPG signature support
Remote CLI administration