Point-and-click control over all of aspects of your Dash deployments

The Dash Enterprise App Manager enables teams to deploy, manage, and share all of their Dash apps through a single portal and admin user interface.

Use multiple environments in the form of Prototype, User Acceptance Testing (UAT), and Production for different stages of Dash app development.

Utilize viewer analytics to make informed decisions and respond to changing business demands with accurate metrics.

Add AI-generated insights to your apps

The Dash Enterprise Chatbot Builder helps business users make informed decisions by simplifying complex visualizations with context-based, conversational answers. Build a customized, powerful chat assistant that brings the power of AI and LLMs into your data science and analytics.

Edit Python Dash apps securely in your browser

Bring Python into your organization at a massive scale with Data App Workspaces, a browser-based data science environment for corporate VPCs. Data App Workspaces are an ideal IDE to securely write and run Dash apps, Jupyter notebooks, and Python scripts.

The Dash Enterprise workspace has been designed to enhance developer productivity and experience, with AI-assisted code completion, an updated sidebar and one-click access to the app manager, catalog, portal, authentication, and documentation.

Design beautiful apps without CSS or HTML

The Dash Enterprise Design Kit lets you easily arrange, style, and customize Dash apps so that they can be deployed in no time. Data science teams can deploy beautiful, production-ready apps on any device, without writing a line of CSS.

With Design Kit, dash apps that typically weigh in at 2,000 lines of code can be pixel-perfect in just 200.

Control access to your Dash apps in a few clicks

Hard-wiring authentication code in your Dash apps is time consuming and potentially insecure. The Dash Enterprise App Manager facilitates app access through a GUI, so that you can focus on productionizing AI/ML models rather than writing authentication code.

Dash Enterprise supports LDAP, AD, PingFederate, Okta, SAML, SSO, and simple email authentication.

Embed Dash apps into secure websites without iframes

The Dash Enterprise Embedding Middleware allows Dash apps to embed in any web platform (without the use of iframes).

Embedding Middleware supports single sign-on (SSO), so embedded Dash apps can read who is signed into the parent website without reauthenticating.

React application, static website, or Chromium desktop app? It doesn't matter. Dash apps embed anywhere.

Create, annotate, archive, and share point-in-time views of your Dash apps.

With the Dash Enterprise Snapshot Engine, you can create, annotate, archive, and share point-in-time views of your Dash apps.

With only a few lines of code, Snapshot Engine adds powerful capabilities to your Dash apps:

• Share a link to point-in-time Dash app views
• Trigger email and PDF reports programmatically
• Enable on-demand snapshots through the Dash app UI
• Automate nightly snapshots to archive Dash app state
• Draw or comment directly on the Dash app canvas, then share by email

Connect to Your (Big) Data

Dash Enterprise ships with plug & play Dash app templates for connecting to these and other data services in Python. These templates demonstrate best practices such as:

• Using the Dash Enterprise Jobs Queue
• Connection pooling
• Preventing SQL injection attacks
• Reading SQL query results into Pandas dataframes
• Secure database authentication with the Dash Enterprise Secrets Manager

Build scalable ML and AI Dash apps with job queues

Background jobs can dramatically improve the scalability of a Dash app by enabling it to offload slow or CPU-intensive tasks from its callback loops. This helps ensure that the Dash front end can handle incoming web requests promptly, reducing the likelihood of performance issues that occur when requests become backlogged.

The Dash Enterprise Job Queue makes all of this seamless and scalable in Python. Combine Job Queue with Snapshot Engine to email a PDF or Dash app link when the job is done.

Avoid network delays with local data caching

Visualizing 10s or 100s of millions of rows of data? The Dash Enterprise Persistent Filesystem supports high-performance, out-of-memory data processing.

Deployed Dash apps can visualize 120 million rows of data in less than four seconds and 3 lines of code.

Upload, update, and cache up to 25GB or 500M rows of data directly in your browser. (That's 500x the amount that you could store in excel!) Drag-and-drop large Parquet, Arrow, or CSV files without Git or third-party storage services.