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# Posit

> [Posit](https://posit.co) (formerly RStudio) provides open-source and enterprise-ready professional software for data science teams using R and Python.

## Core Products
- [Posit Team](https://posit.co/products/enterprise/team/): A bundle of Workbench, Connect, and Package Manager for end-to-end data science.
- [Posit Workbench](https://posit.co/products/enterprise/workbench/): Centralized development environment supporting RStudio IDE, VS Code, Jupyter, and Positron.
- [Posit Connect](https://posit.co/products/enterprise/connect/): A publishing platform for Shiny apps, Quarto docs, APIs (Plumber/FastAPI), and more.
- [Posit Package Manager](https://posit.co/products/enterprise/package-manager/): Repository management for secure, reproducible R and Python packages.
- [Posit Cloud](https://posit.cloud/): A cloud-based version of Posit’s IDEs for easy sharing and teaching.
- [Positron](https://positron.posit.co/): A next-generation, extensible data science IDE built by Posit.

## Open Source
- [Tidyverse](https://www.tidyverse.org/): A collection of R packages designed for data science.
- [Quarto](https://quarto.org/): An open-source scientific and technical publishing system.
- [Shiny](https://shiny.posit.co/): A framework for building interactive web applications with R and Python.
- [tidymodels](https://www.tidymodels.org/): A framework for modeling and machine learning using tidyverse principles.

## Legal, Policies & Compliance
- [Product Accessibility Statement](https://posit.co/about/accessibility/)
- [Software License Descriptions](https://posit.co/about/software-license-descriptions/)
- [TAM Terms of Service](https://posit.co/about/tam-tos/)
- [Premium Plus Support Terms](https://posit.co/about/premium-plus-support-terms/)
- [Acceptable Use Policy](https://posit.co/about/acceptable-use-policy/)
- [Website Terms of Use](https://posit.co/about/website-term-of-use/)
- [Trademark Guidelines](https://posit.co/about/trademark-guidelines/)
- [ECCN Policy](https://posit.co/about/eccn-policy/)
- [Product Security](https://posit.co/about/security/)
- [Posit AI Service Terms](https://posit.co/about/posit-ai-service-terms/)
- [Benefit Corporation Annual Report](https://posit.co/about/pbc-report/)

## Documentation
- [Posit Documentation Hub](https://docs.posit.co/): Central index for all professional product manuals.
- [Connect API Reference](https://docs.posit.co/connect/api/): Machine-readable API specs for automation.
- [Solutions Guide](https://solutions.posit.co/): Best practices for deploying Posit products in the enterprise.\

`Full details available at: [llms-full.txt](https://posit.co/llms-full.txt)`
## Custom page context
- [AI and data science in pharma: trends shaping research and clinical development](https://posit.co/llms-ebook-ai-and-data-science-in-pharma-trend-report.txt)
- [AI-Powered R & Python Data Science You Can Actually Trust | Snowflake + Posit Demo](https://posit.co/llms-ai-powered-r-python-data-science-you-can-actually-trust-snowflake-posit-demo.txt)
- [Building Agentic AI applications with Positron and AWS Strands Agents](https://posit.co/llms-product-demo-building-agentic-ai-applications-positron-and-aws-strands-agents1.txt)
- [Champions: Business case](https://posit.co/llms-champions-business-case.txt)
- [Dear Past Me: A Data Analyst's Letter on Moving Beyond Spreadsheets to R and Python](https://posit.co/llms-moving-beyond-spreadsheets-r-python.txt)
- [Don't bring a spreadsheet to a data fight](https://posit.co/llms-dont-bring-spreadsheet-data-fight.txt)
- [Empowering Pharma with Posit and Snowflake: From Raw Claims to Regulatory Insights](https://posit.co/llms-bridging-the-data-divide-how-posit-and-snowflake-are-transforming-real-world-evidence-rwe-in-pharma.txt)
- [From SDKs to Agents: Building with R and Python on Databricks](https://posit.co/llms-product-demo-sdks-agents-building-r-and-python-databricks1.txt)
- [GeoAI Classification in Positron Notebooks with Derek Sollberger](https://posit.co/llms-events-data-science-lab-geoai-classification-positron-notebooks-derek-sollberger.txt)
- [Get data science off the desktop](https://posit.co/llms-ebook-data-science-on-snowflake-r-python-ai.txt)
- [How Posit Team governs AI for enterprise data science and research](https://posit.co/llms-how-posit-team-governs-ai-enterprise-data-science-and-research.txt)
- [How Posit Team governs AI for public sector and government](https://posit.co/llms-how-posit-team-governs-ai-public-sector-and-government.txt)
- [How to secure your organization's agent plugins in Posit Package Manager](https://posit.co/llms-how-secure-your-organizations-agent-plugins-posit-package-manager.txt)
- [Human-in-the-Loop AI for Analytics with TDWI, AWS and Posit](https://posit.co/llms-workflow-demo-human-loop-ai-analytics-tdwi-aws-and-posit.txt)
- [Institutional research and advancements, shown by the people doing it](https://posit.co/llms-institutional-research-showcase.txt)
- [Introducing Positron on Amazon SageMaker](https://posit.co/llms-introducing-positron-amazon-sagemaker.txt)
- [Introducing the Posit Connect Cloud Advanced Plan](https://posit.co/llms-introducing-the-posit-connect-cloud-advanced-plan.txt)
- [Is your R and Python data science work reaching the people who need it?](https://posit.co/llms-scaling-data-science-organization.txt)
- [MCP Servers on Connect: Managing credentials and access](https://posit.co/llms-mcp-servers-on-connect-managing-credentials-and-access.txt)
- [Mitigating Supply Chain Security Risks in Data Science](https://posit.co/llms-whitepaper-supply-chain-security-data-science.txt)
- [Modern data science infrastructure for federal health agencies.](https://posit.co/llms-federal-health-data-science.txt)
- [On-Demand Webinar: Inside Brilliant Earth's AI Transformation with Snowflake + Posit](https://posit.co/llms-webinar-inside-brilliant-earths-ai-transformation-snowflake-posit-webinar.txt)
- [Posit + Snowflake: AI-Powered Data Science for Financial Services & Insurance](https://posit.co/llms-posit-snowflake-ai-powered-data-science-financial-services-insurance.txt)
- [Posit Assistant now connects to your Databricks-hosted models (Preview)](https://posit.co/llms-posit-assistant-now-connects-your-databricks-hosted-models.txt)
- [Posit Assistant: AI That Sees Your Data, Code, and Visualizations for Reproducible Analysis](https://posit.co/llms-posit-assistant-ai-sees-your-data-code-and-visualizations-reproducible-analysis.txt)
- [Posit at Phuse EU 2026](https://posit.co/llms-events-posit-phuse-eu-2026.txt)
- [Posit is now a CVE Numbering Authority](https://posit.co/llms-blog-posit-cve-numbering-authority.txt)
- [Posit Named "One to Watch" in Snowflake's 2026 Modern Marketing Data Stack Report  ](https://posit.co/llms-posit-named-one-watch-snowflakes-2026-modern-marketing-data-stack-report.txt)
- [Posit Package Manager 2026.05.0: VS Code Extension Governance and Smarter Package Search](https://posit.co/llms-posit-package-manager-2026050-vs-code-extension-governance-and-smarter-package-search.txt)
- [Posit Package Manager Is Now GA in the Posit Team Native App](https://posit.co/llms-posit-package-manager-now-ga-posit-team-native-app.txt)
- [Posit wins two Snowflake Partner Awards and launches Posit Assistant at Snowflake Summit 2026](https://posit.co/llms-posit-wins-two-snowflake-partner-awards-and-launches-posit-assistant-snowflake-summit-2026.txt)
- [Positron is now available on Posit Cloud in preview](https://posit.co/llms-positron-now-available-posit-cloud-preview.txt)
- [Public Sector Shiny Showcase: Government Agencies Worldwide Building Data Science with R, Python, and Shiny](https://posit.co/llms-public-sector-shiny-showcase-government-agencies-worldwide-building-data-science-r-python.txt)
- [R, meet Snowflake: Introducing Posit’s skiLift and skiPatrol Packages](https://posit.co/llms-r-meet-snowflake-introducing-posits-skilift-and-skipatrol-packages.txt)
- [Scale AI-assisted data science with reproducible, governed workflows](https://posit.co/llms-ebook-governed-ai-assisted-data-science-snowflake.txt)
- [Scaling Code-First, AI-Powered Data Science on Snowflake: The Posit Playbook for Financial Services and Insurance](https://posit.co/llms-enterprise-guide-posit-snowflake-fsi.txt)
- [Score a Disease Surveillance Model Inside Snowflake, Without Moving](https://posit.co/llms-score-a-disease-surveillance-model-inside-snowflake-without-moving-your-data.txt)
- [Secure Sharing in the Cloud](https://posit.co/llms-webinar-secure-sharing-cloud.txt)
- [Secure sharing on Connect Cloud: SOC 2 Type I and new OAuth integrations](https://posit.co/llms-secure-sharing-connect-cloud-soc-2-type-i-and-new-oauth-integrations.txt)
- [Snowflake Native Apps vs. Connected Apps for financial services](https://posit.co/llms-snowflake-native-apps-vs-connected-apps-financial-services.txt)
- [Solutions: Data Scientists](https://posit.co/llms-data-scientists.txt)
- [The Analytical Platform Era is Dead. Long Live Decision Platforms.](https://posit.co/llms-webinar-analytical-platform-era-dead-love-live-decision-platforms.txt)
- [The Missing Layer in your SCE: Why AI in Pharma Needs Skills, Not Just Prompts](https://posit.co/llms-the-missing-layer-in-your-sce-why-ai-in-pharma-needs-skills-not-just-prompts.txt)
- [The Partner Playbook: Posit and Snowflake](https://posit.co/llms-video-partner-playbook-posit-and-snowflake.txt)
- [What makes Posit different from proprietary analytics vendors](https://posit.co/llms-what-makes-posit-different-proprietary-analytics-vendors.txt)
- [What Posit Customers Get Beyond the Invoice](https://posit.co/llms-whitepaper-what-posit-customers-get-beyond-the-invoice.txt)
- [What to eat, drink, and see in Houston: a guide for posit::conf(2026) attendees](https://posit.co/llms-what-eat-drink-and-see-houston-guide-positconf2026-attendees.txt)
- [When the regulator asks what actually ran, can your platform answer?](https://posit.co/llms-audit-ready-model-governance.txt)