Introducing the Agentic Workflow in Plotly Studio (Beta)

Go from a question to a production-ready data app through natural conversation. The new agentic workflow in Plotly Studio is here, and it changes how you work with data.

Plotly Studio's new agentic workflow is an AI-powered environment where you can explore data, answer questions, and build shareable apps using a single universal chat interface. The agent works autonomously, writing and executing Python code behind the scenes so you stay focused on the analysis.

More flexibility. More power.

The classic Studio workflow is great for building BI dashboards, but the agentic workflow goes beyond. Now you can run ad-hoc queries, produce executive-level reports, and develop fully interactive Dash-powered data apps in a single, seamless session.

The agent can traverse your data source freely, enriching its own context across many steps to answer broad or ambiguous questions. Apps can pull from multiple queries and even disparate data sources. Tab layouts, custom styling, and interactive controls are all on the table.

Agentic workflow overview

Upload files or connect data sources. Drop in a file or connect to an external data source to get started. The agent reads, queries, and surfaces insights automatically.

Ask questions in plain language. Start a chat session and dig into your data. Ask follow-up questions without ever leaving the conversation.

Visualizations and tables are front and center. Request a Plotly chart or table and the agent writes, runs, and returns the result in a first class display.

Analysis summaries included. Every result comes with written findings and suggestions on where to take the analysis next.

Build reports and interactive data apps. Turn your session into a polished report or a fully interactive Dash app with live charts and user controls.

Publish to Plotly Cloud or Dash Enterprise. The streamlined publishing workflow you know is still here. Share your app with your team in seconds.

Agentic analytics: the next frontier

The goal for Plotly Studio has always been to be the best AI-driven tool for working with data. The agentic workflow pairs a conversational interface for casual users with deep customization for power users, bridging the gap between automated insights and bespoke data application development.

The agentic workflow is currently in Beta. Try it in Plotly Studio today and let us know what you think. Your feedback shapes what comes next.

Full documentation can be found at docs.plotly.com/studio/agentic, including a Prompting Guide to get the most out of the agent.