Posit Connect
Enterprise Publishing & Deployment for Data Products
An enterprise publishing platform for deploying, managing and securely sharing data applications, dashboards, reports, notebooks and analytical APIs developed with R and Python.

Overview
Posit Connect is where data science work built in R and Python is published and shared with the people who use it, from interactive applications to scheduled reports and APIs.
Publishers control who can see each item, and administrators manage content, schedules and access from one place.
Key capabilities
- Application and dashboard publishing: deploy interactive applications and dashboards built in R and Python.
- Analytical API deployment: publish models and functions as APIs for other systems to call.
- Automated reporting: render and distribute reports and notebooks automatically.
- Scheduled execution: run content on a schedule so outputs stay current.
- Enterprise authentication and access control: decide which users and groups can view each item.
- Content management and operational monitoring: organize published content and follow how it runs.
Applications
Publishing Shiny and Streamlit applications: make interactive applications available to colleagues through a browser.
Deploying analytical APIs: expose models and calculations to other applications.
Enterprise reporting automation: replace manually produced reports with scheduled, automatically rendered ones.
Sharing interactive dashboards: give decision-makers secure access to live dashboards.
Operationalizing data science outputs: move work from a developer's environment into reliable, managed use.

Part of the Posit ecosystem
Posit Workbench, Posit Connect and Posit Package Manager have complementary roles in an enterprise data science environment.
- Develop
- Posit Workbench — Where teams write and run R and Python code.
- Publish
- Posit Connect — Where finished work is deployed and shared.
- Govern
- Posit Package Manager — Where the packages both rely on are curated and distributed.
Each product is licensed separately. Posit also offers them together as Posit Team. Available features depend on the product edition and licence.
Developer
Posit develops open-source and enterprise tools for data science in R and Python, including Posit Workbench, Posit Connect and Posit Package Manager.
Official websiteTechnical resources
Interested in Posit Connect?
Speak with one of our specialists about Posit Connect and your project requirements.
