Dash Overview

Dash Enterprise is the low-code platform for ML & data science apps.

With Dash Enterprise, full-stack AI applications that used to require a team of front-end, back-end, and DevOps engineers can now be built, deployed, and hyperscaled by a single data scientist within hours.

Dash Enterprise Demo

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Overview of Dash & Dash Apps

Dash apps give a point-&-click interface to models written in Python, R, and Julia - vastly expanding the notion of what's possible in a traditional "dashboard." With Dash apps, data scientists and engineers put complex Python analytics in the hands of business decision makers and operators.

When building Dash apps in a business setting, you'll need Dash Enterprise to deploy and scale them, plus integrate them with IT infrastructure such as authentication and VPC services. Watch this short video by Plotly's VP of Product to see how Dash Enterprise delivers faster and more impactful business outcomes on AI and data science initiatives.

Dash Enterprise converts Python scripts to production-grade apps for your business

Python has taken over the world, and Dash Enterprise is the leading vehicle for delivering Python analytics to business users.

Traditional BI dashboards no longer cut it in today's AI and ML driven world. Production-grade, low-code Python apps are needed for the complex analytics of emerging industries such as autonomous vehicles, renewable energy, quantum computing, novel therapeutics, and more.

Dash Enterprise Architecture

The incredible 21x cost savings of Dash Enterprise

Hiring full-stack software teams to build bespoke analytics stacks is 21x more expensive than building with Dash Enterprise.

Read the whitepaper.

Dash Open Source

Plotly stewards Python's leading data viz and UI libraries.

With Dash Open Source, Dash apps run on your local laptop or workstation, but cannot be easily accessed by others in your organization.

Scale up with Dash Enterprise when your Dash app is ready for department or company-wide consumption. Or, launch your initiative with Dash Enterprise from the start to unlock developer productivity gains and hands-on acceleration from Plotly's team.

Click below to install Dash Open Source:

If it’s free, it’s for me

Dash Enterprise

Kubernetes platform for rapid Dash app deployment.

Dash Enterprise helps businesses operationalize data science, AI, and ML models. It’s everything you need to deliver your AI or ML initiative at scale.

Low-Code DevelopmentDeployment & ScalingEnterprise IT Integration

Low-code Dash app development that supercharge developer productivity.

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Data Science Workspaces

Create Dash apps and Jupyter notebooks in Dash Enterprise's code editor. Data Science Workspaces bring data science to orgs that can't have Python on PCs.

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Snapshot Engine

Save & share Dash app views as links or PDFs. Or, run a Python job through Dash and have Snapshot Engine email a report when the job is done.

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Design Kit

Design like a pro without writing a line of CSS. Easily arrange, style, brand, and customize your Dash apps.

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Dashboard Engine

Drag & drop layouts, chart editing, and crossfilter for your Dash apps.

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AI App Catalogue

Dash Enterprise ships with dozens of Dash app templates for business problems where AI/ML is having the greatest impact.

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App Manager

Deploy & manage Dash apps without needing IT or a DevOps team. App Manager gives you point & click control over all of aspects your Dash deployments.

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Kubernetes (K8S)

Ensure high availability of Dash apps and scale horizontally with Dash Enterprise’s Kubernetes architecture. No IT or Helm required.

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Job Queue

The Job Queue is the key to building scalable Dash apps. Move heavy computation from synchronous Dash callbacks to the Job Queue for asynchronous background processing.

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Embedding

Embed Dash in existing web apps or products like Salesforce reports. Dash app embedding is the fastest way to add AI to any product or platforms

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Hardware Acceleration

Dash Enterprise puts Python’s most popular HPC stack for GPU and parallel CPU computing in the hands of business users.

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Database Integration

Python has production-grade libraries to connect to any database, making it simple for Dash apps deployed to Dash Enterprise to read and write database data.

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Authentication Middleware

Control Dash app access in a few clicks. Dash Enterprise supports LDAP, AD, PKI, Okta, SAML, OAuth, SSO, and simple email authentication.

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Easy Installation

Dash Enterprise installs in less than 30 minutes on AWS, Azure, and GCP (either on a single Linux VM or the Kubernetes services of these cloud providers). For high security environments, Dash Enterprise can also install on-premises without connection to the public Internet.

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Databricks Integration

Dash Enterprise is the only platform for building analytics apps on top of Databricks. Elevate Databricks workflows to business users through point-and-click Dash apps deployed on Dash Enterprise.

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CI/CD

Dash Enterprise’s git deployment integrates with Continuous Integration for automated QA and pass/fail tests.

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Architecture Diagrams

Browse sample architecture diagrams that show how Dash Enterprise fits into Enterprise IT landscapes (gated content).

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See Dash in action.

Machine Learning app.

This object-detection app provides useful visualizations about what's happening inside a complex video in real time. The data is generated using MobileNet v1 in Tensorflow, trained on the COCO dataset. The video is displayed using the community-maintained video component.

See more in Dash Gallery

Oil & Gas dashboard.

This Dash app displays oil production in western New York. Filters at the top of the app update the graphs below. Selecting or hovering over data in one plot will update the other plots ('cross-filtering'). Dash apps are powered by Plotly.js, a fully featured charting library including maps like these, financial charts, scientific graphs, and more.

See More in Dash Gallery

Pharmacokinetics app.

This app, created for non-compartmental pharmacokinetics, is typically used to analyze data from small animal studies during the lead optimization phase of drug discovery. These studies are used to help predict human dosing and plan safety studies.

See more in Dash Gallery

Financial report.

These customized and interactive reports enable your end users to mine relevant insights by interacting with and exploring your data content.

Reports built with Dash, benefit from further out of the box interactive functionality, such as adding dropdown or a search box elements.

See more in Dash Gallery

SEE MORE EXAMPLES

“Dash has expanded S&P Global's Market Intelligence capabilities to extend insights to our clients efficiently using highly interactive, scientific Dash visualizations.”

Moody Hadi Development, S&P Global

s&p global trucost logo

See Dash in action.

Sign up for our next Dash Live Weekly demo session to learn more about our Dash Enterprise offering, including industry applications and all the latest tips and features on how to operationalize your data science models.