Data & AI
Posit Software (formerly RStudio) delivers open-source and enterprise-grade data science tooling — empowering data scientists, analysts, and ML engineers to build, deploy, and operationalise analytical workflows at scale.
Enterprise-grade IDE server supporting RStudio, JupyterLab, Jupyter Notebooks, and VS Code sessions simultaneously. Workbench enables centralised, multi-user development on shared compute — including Kubernetes and SLURM cluster integration — with LDAP, AD, SAML, and PAM authentication. Role-based access controls, project sharing, and resource limits make it the go-to IDE infrastructure for enterprise data science teams.
A publishing and deployment platform for R and Python content — including Shiny applications, Plumber and FastAPI REST APIs, Quarto and R Markdown reports, Jupyter Notebooks, Dash and Streamlit apps, and Pins data objects. Connect handles scheduling, access control, vanity URLs, environment variables, and runtime isolation, enabling data science teams to operationalise analytical output without requiring a separate DevOps pipeline.
An internal CRAN- and PyPI-compatible package repository that gives organisations governance over which R and Python packages are available to their data scientists. Package Manager supports curated snapshots for reproducibility, offline air-gapped deployments, binary package serving for faster installs, and integration with CI/CD toolchains. Essential for regulated environments requiring software supply chain controls.
A managed, browser-based data science environment suitable for training, education, and lightweight collaborative development. Posit Cloud removes infrastructure overhead for onboarding new analysts, running workshops, or providing sandboxed environments — with direct access to RStudio and Jupyter interfaces without local installation.
Posit's open-source scientific and technical publishing system — the next generation of R Markdown. Quarto supports R, Python, Julia, and Observable JS, enabling reproducible documents, presentations, websites, dashboards, and books from a single authoring framework. Outputs include HTML, PDF, Word, and interactive formats, tightly integrated with Posit Connect for automated report publishing.
Posit's reactive web application framework enabling data scientists to build interactive dashboards and analytical tools directly in R or Python — no JavaScript expertise required. Shiny apps deploy natively to Posit Connect or Shiny Server, with support for Shinylive (WebAssembly-based client-side execution) for serverless distribution scenarios.
Actuarial modelling, credit risk scoring, regulatory reporting (APRA, Basel), and automated Quarto-based disclosure documents deployed via Posit Connect with scheduled execution and access-controlled distribution.
Clinical trial analysis, biostatistics pipelines, and validated R environments — Package Manager's snapshot capability supports 21 CFR Part 11 and GxP reproducibility requirements by locking package versions to validated states.
Air-gapped Package Manager deployments for classified networks, Shiny dashboards for internal reporting and decision support, and Quarto-powered open data publications — all on infrastructure fully controlled within agency boundaries.
Posit Cloud and Workbench are widely adopted in universities for reproducible research, teaching R and Python at scale, and publishing research outputs as interactive Shiny applications or Quarto websites.
“Posit Connect transformed how our analytics team shares work with the business. What used to be manual report distribution is now a fully automated, access-controlled pipeline — our stakeholders get the right data at the right time without any intervention from IT.”
250 Northern Avenue, Suite 410, Boston, MA 02210, United States
+1 (617) 859-5665 info@posit.coPosit Workbench Product Page
Official documentation and feature overview for Posit Workbench — enterprise multi-user IDE server for R and Python.
Posit Connect Product Page
Explore deployment and publishing capabilities for Shiny, Quarto, APIs, and scheduled reports.
Posit Package Manager Product Page
Governed package repository for R (CRAN) and Python (PyPI) with snapshot and binary serving capabilities.
Quarto Open Source Publishing System
Technical documentation and gallery for Quarto — the next-generation scientific publishing framework supporting R, Python, Julia, and Observable JS.
Aquion is ANZ's authorised distributor for Posit Software. Talk to our team about licensing, architecture assessments, and right-sizing Posit Workbench, Connect, and Package Manager for your organisation.
