Think first. Code second.

Introducing an entirely new way to work with data. Posit AI embeds a specialized agent directly into RStudio, transforming your IDE into a powerful collaborator for data analysis.

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Introducing Posit AI

Read the announcement about why we built an AI assistant specifically designed for the high-stakes reality of data analysis.

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Workflows

See what’s possible when you think first and let the code follow

  • Explore and visualize data

    You know what the data needs to look like, but wrestling with syntax to get there drains your energy before the real work even begins. Posit AI takes the messy data in your environment and writes the precise transformation logic for you. Ask it to fix the date strings and plot the outliers, and watch the pipeline materialize.

     

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  • Understand and fix errors

    Pondering cryptic errors and searching for the meaning of massive tracebacks is a massive waste of your time. Instead of guessing, let Posit AI diagnose, explain, and fix what’s wrong so you can keep moving forward.

     

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  • Build, test, and deploy data applications

    Moving from a static script to an interactive dashboard forces you to wrestle with UI components and complex reactive bindings. Posit AI acts as your frontend translator. Tell it what inputs you need and what outputs should update, and it generates the precise Shiny or Streamlit scaffolding.

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NEXT EDIT SUGGESTIONS

Work as fast as you think.

Next Edit Suggestions (NES) speeds up your coding process by offering targeted code completions as you type. Because NES can see your live R session, its suggestions are specific to what you’re actively working on. It operates in the background, surfacing helpful code for joining tables, updating packages, or anything else you’re working on.

POSIT ASSISTANT

Think deeply. Let Posit Assistant handle the rest.

Code is no longer the bottleneck. With Posit Assistant, your thinking is the only limit. It lives where you work and sees what you see, so you can ask it to instantly visualize complex patterns, reshape gnarly datasets, debug complex errors, or explain how something works, without ever leaving RStudio.

ZERO DATA RETENTION

Set your data retention preferences

Posit AI is backed by a Zero Data Retention agreement with our model provider, Anthropic, and you can opt in or out of trace data collection to improve Posit AI.

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Pricing

$20 per month

Start a free trial with no credit card required, including everything you need to accelerate analysis:

  • Posit Assistant: Access to high-reasoning chat models.
  • Next-Edit Suggestions: Unlimited use of context-aware code completion via NES.
  • Deep Context: AI that sees your live data frames and session state.
  • Data Privacy: Set your data retention preferences for Posit AI and benefit from a Zero Data Retention (ZDR) agreement with our language provider.
  • Flexibility for Power Weeks: Crunching for a deadline or a monster project? If you hit your limit, activate automatic top-offs with additional funds to stay in the flow.
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Data Science Lab

Watch a real analysis, raw and unedited.

In this Data Science Lab from February 2026, Hadley Wickham takes a raw TidyTuesday dataset and live-codes an analysis using Posit AI. Watch how Posit Assistant navigates the messy reality of data wrangling, missing values, and plotting syntax in real time.

Bouncing between a chatbot and RStudio feels like the old days of copying and pasting plots into a Word document. And because the chatbot doesn’t know what’s in your R session, it often gives the wrong answer. Posit AI closes the loop by embedding the chatbot in RStudio, letting it see what data and packages you have loaded and run code on your behalf.

Hadley Wickham

Chief Scientist, Posit

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Documentation

User Guide

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What’s New

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Give it your best shot

There are no complicated settings to configure or API keys to manage. Open your IDE, load the messiest dataset you have, and see what it feels like to work with an assistant that actually understands the way you work.

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