Smarter Science, Better Tools

Welcome to Posit’s Fall 2025 Announcement

Many companies want to accelerate innovation, but their data science efforts are slowed down by disconnected tools, inconsistent governance, and weak integrations with existing systems. Winning teams know this approach doesn't scale. They’re building a modern foundation: one that empowers developers with intelligent tools, provides confident governance, and integrates seamlessly with their data.

Data Science + the AI Era

Data Cloud Accelerators

Enterprise Scalability

Positron

The data science code editor of the future

Data science authoring has evolved to the point where a more powerful and flexible integrated development environment (IDEs) is needed. With Positron, data scientists can truly minimize friction – from exploring data, building models, to publishing data apps.

Explore local and remote data sources using both code and integrated visual tools, helping you understand datasets faster and more intuitively.

Work effectively with R, Python, and other languages within a single, unified interface, streamlining development workflows and reducing context switching.

Build on the familiar VS Code foundation and personalize your environment with a vast ecosystem of extensions for a customized development experience.

Preview data apps, notebooks, and APIs directly alongside your code, creating an efficient debugging cycle that lets you deploy your work confidently

AI Agents

Responsible by design

AI has transformed the world overnight, and your team needs to stay ahead of your competition. That’s why we’re giving you Posit AI Agents —virtual teammates that make sense of your data, offer a conversational approach, all while keeping you, the expert, in the loop.

Positron Assistant, your coding agent, that helps you write and debug code, making suggestions that accelerate development, and even creates or improves visualizations, modeling, and interactive data apps based on your ideas.

Databot, your data exploration agent that queries data with natural language, while still making use of code in the background for reproducibility and extensibility. Developers remain in the loop and in control for full transparency and confidence.

Posit AI Apps

Build apps more intelligently

Quickly build and share secure, scalable generative AI applications using your preferred large language models. Everything you deploy runs with enterprise governance and access control, allowing you to scale the impact of AI across your organization without compromising compliance.

Start fast with pre-built GenAI examples: Explore curated app templates and extensions in a content gallery.

Enable self-service answers from your content: Let users interact with existing dashboards and reports using natural language

Deploy AI apps with the LLMs you already use: Publish GenAI apps in Python or R with support for AWS Bedrock, Snowflake Cortex, or your API keys

Posit for Snowflake

Do data science better in Snowflake

Snowflake is widely used by data scientists, so it makes sense to bring Posit to them where they work. Leveraging Snowflake’s Native Apps and Snowpark Container Services (SPCS), Posit for Snowflake functions with native capabilities in Snowflake, ensuring your team can work seamlessly and securely directly in Snowflake.

Easily trial and purchase Posit for Snowflake in the Snowflake Marketplace, deploy with one click, and manage all Posit settings centrally.

Build, deploy and share Python (and R) applications, dashboards, reports, and models with Posit directly within the Snowflake environment.

Leverage Posit AI Agents in the Posit-powered data science workflows in Snowflake, tapping the power of Snowflake’s LLM, Cortex.

Posit for Databricks

Unleash the power of data science in Databricks

Databricks and Posit work together seamlessly to extend what data scientists can accomplish.

Securely develop in Posit with unified access to Databricks data and capabilities regardless of R and Python programming language preference.

Publish applications, dashboards, APIs, and reports through Posit while leveraging the Databricks governance structure for users, data and more.

Leverage Posit AI Agents to build business applications that interact with Databricks foundational AI models.

Build Databricks compliant applications with ease using Posit.

Chronicle Usage Metrics

Know exactly how to plan for future growth

Investing in data science requires time and money, and you want to optimize this investment. With Posit Chronicle Usage Metrics, you can answer questions like “How do I know what content provides the most value?” and “Where and when do I need to add additional capacity?

Track which apps, reports, and dashboards are being used and by whom to better balance resource allocation, including software licenses, across power users and everyone else.

Track license usage across your Posit servers and more easily support audits, compliance, and budget planning.

Conduct trend analysis of usage data and cost expenditure data over different periods of time to inform capacity planning decisions and ROI assessment.

Deeper Auditing

Build a more granular record of potential exposure

Gain greater visibility into user activity and the content, packages, and workflows that increase exposure to potential vulnerabilities. Posit expands on its already strong auditing foundation to deliver deeper insights that strengthen enterprise security and readiness.