The next generation of Databricks Genie
- Genie 是 Databricks 的新工具,但未明确其核心功能。
- 文章偏向营销,缺少架构和技术原理描述。
- 可能影响数据处理实践,但信息不够具体。
The next generation of Databricks Genie | Databricks Blog
[](http://www.databricks.com/)
[](http://www.databricks.com/)
- Why Databricks
- * Discover
- Customers
- Partners
- Product
- * Databricks Platform
- Integrations and Data
- Pricing
- Open Source
- Solutions
- * Databricks for Industries
- Cross Industry Solutions
- Migration & Deployment
- Solution Accelerators
- Resources
- * Learning
- Events
- Blog and Podcasts
- Get Help
- Dive Deep
- About
- * Company
- Careers
- Press
- Security and Trust
- DATA + AI SUMMIT 
Table of contents
- Accurate responses without upfront modeling
- Connecting to enterprise systems and knowledge stores
- A globally unified home for business users
- Data and AI on every device
- Getting started
Table of contents
Table of contents
- Accurate responses without upfront modeling
- Connecting to enterprise systems and knowledge stores
- A globally unified home for business users
- Data and AI on every device
- Getting started
ProductApril 26, 2026
The next generation of Databricks Genie
Unlocking business user access to insights across the data estate
by Ken Wong, Dillon Morrison and Richard Tomlinson
Summary
- A new version of Genie, that can answer questions beyond the boundaries of a Genie Space, is now available.
- External knowledge stores such as Google Drive and Sharepoint can now be connected to Genie to enhance enterprise context.
- The new Genie experience is available on the web as well as native iOS and Android mobile apps.
- The business user oriented experience previously known as “Databricks One” has been renamed to Genie to reflect the fact that Genie is core to the experience.
Today, we are excited to introduce the next generation of Genie. The new Genie can answer questions beyond the boundaries of a Genie Space, connect to enterprise knowledge sources like Google Drive and Sharepoint, and combine structured and unstructured data to generate insights.Genie now includes all capabilities previously known as Databricks One, marking a significant shift in how business users engage with the platform. Along with account-level access and native iOS and Android apps, Genie is becoming the primary way users experience Databricks - available anytime, anywhere.
Accurate responses without upfront modeling
Natural language analytics is now widely accessible, but delivering accurate, consistent answers remains a challenge. When Databricks entered this space, we chose not to build another error-prone text-to-SQL interface. Instead, we introduced Genie Spaces: curated experiences where teams apply guardrails to the AI, including dedicated knowledge stores, benchmarking, and verified metric logic for specific domains. Customers embraced this approach, creating over 1.5M Genie Spaces in 2026 alone. As adoption grew, they asked for a way to bring these experiences together without sacrificing trust.
The new Genie does exactly this. From a single chat interface, it draws on the most relevant and trusted assets, including certified Genie Spaces, governed dashboards, and Databricks Apps, reusing the logic already embedded there. It relies on the same business logic your analysts and engineers have vetted, with metadata guiding routing so higher-trust sources take priority. This means you don’t need new context layers or lengthy model buildouts to get high-quality results. Genie builds on the logic your business has developed over years.

Expand
The new Genie is powered by the latest reasoning models and new agent architecture, enhancing its ability to answer complex and open-ended questions. This is most evident when you tackle questions that span multiple data domains.
The most profound aspect of Genie’s unified chat is its agentic reasoning. It doesn't just find assets, it synthesizes distant, non-obvious relationships across the entire ecosystem in a way that is nothing short of astounding— Anthony Taylor, Data Engineer at Arthrex
Connecting to enterprise systems and knowledge stores
We know much of the context, especially higher-level business knowledge, lives in unstructured sources like Google Docs, SharePoint, and other enterprise systems. That’s why we’ve now added built-in connectors and support for MCP connections in Genie. This enables Genie to access these sources and take actions that connect insight to execution. All connections are managed through the Unity Catalog AI Gateway, ensuring they’re simple to use and well governed.

Expand
A globally unified home for business users
AI is bringing data closer to every business user, but access remains fragmented. Users still have to know where to go, and agents operate with siloed views that limit their effectiveness. This model no longer works.
Last year, we introduced Databricks One, a streamlined experience that helps business users access dashboards, apps, and Genie in one place. Uptake of the product has been tremendous.
We’ve brought these concepts into Genie and removed the final barrier to simple access by eliminating the Databricks workspace boundary, creating a global home for Databricks. This experience now replaces Databricks One. To maintain compatibility for existing users, we’ve kept the`/one` URL, providing a single front door for data and AI.
For many teams, Genie is quickly becoming the default interface for business users.
By combining Premier’s curated, AI-ready data with the Databricks platform, Genie lets even non-technical users dive into our data and ask questions in everyday language without missing a beat. In one place, users can get answers that are backed by transparent, risk‑adjusted data. This means teams can pinpoint improvement opportunities quickly, turning insights into action.— Tim Riddle, Senior Product Director, Premier Inc
Creating a true home for business users requires more than aggregating assets. It must be intuitive, easy to navigate, and abstract away underlying complexity. To support this, the new Genie experience also offers:
- **Automated identity management** keeps access continuously in sync via Entra and Okta
- **Domains** group assets by business concept (e.g. supply chain or marketing), not by workspace
- **Custom URLs** provide a single, memorable entry point like`mycompany.databricks.com`
- **Unified login** removes friction as users move across workspaces, which now scale to more than 100,000 users
- **Unity Catalog** ensures consistent governance across the entire experience
- **Business semantics** to power assets and Genie’s unified chat with trusted metric definitions
With this foundation, Genie becomes the one place business users go to find, understand, and use data, without needing to know how it’s organized behind the scenes.
Data and AI on every device
Genie’s mission is to make data, AI, and insights accessible to every employee, but a desktop-only experience doesn’t reach most of them. Retail associates, clinicians, field teams, and leaders on the move all work away from a laptop. For this reason, we are excited to introduce a native mobile app for Genie on iOS and Android.
The full Genie experience is now on your phone, including dashboards , apps, and chat, powered by the same governed data and logic. Users get the same trusted answers wherever they are. This enables business users to get answers in the moment, wherever they work.

Expand
Getting started
If you’re excited to learn more about these incredible new Genie capabilities:
- Check out theproduct documentation for the new Genie UI
- Read about thenew unified chat experience
- Understand how Genie now works at theaccount-level
- Work with your Databricks account team to request access to the Genie mobile app
We look forward to seeing how Genie brings data and AI to every user in your organization.
Get the latest posts in your inbox
Subscribe to our blog and get the latest posts delivered to your inbox.
Sign up
*
Work Email
*
Country Country*
By clicking “Subscribe” I understand that I will receive Databricks communications, and I agree to Databricks processing my personal data in accordance with its Privacy Policy.
Subscribe

Why Databricks
Discover
Customers
Partners
Why Databricks
Discover
Customers
Partners
Product
Databricks Platform
- Platform Overview
- Sharing
- Governance
- Artificial Intelligence
- Business Intelligence
- Database
- Data Management
- Data Warehousing
- Data Engineering
- Data Science
- Application Development
- Security
Pricing
Integrations and Data
Product
Databricks Platform
- Platform Overview
- Sharing
- Governance
- Artificial Intelligence
- Business Intelligence
- Database
- Data Management
- Data Warehousing
- Data Engineering
- Data Science
- Application Development
- Security
Pricing
Open Source
Integrations and Data
Solutions
Databricks For Industries
- Communications
- Financial Services
- Healthcare and Life Sciences
- Manufacturing
- Media and Entertainment
- Public Sector
- Retail
- View All
Cross Industry Solutions
Solutions
Databricks For Industries
- Communications
- Financial Services
- Healthcare and Life Sciences
- Manufacturing
- Media and Entertainment
- Public Sector
- Retail
- View All
Cross Industry Solutions
Data Migration
Professional Services
Solution Accelerators
Resources
Learning
Events
Blog and Podcasts
Resources
Documentation
Customer Support
Community
Learning
Events
Blog and Podcasts
About
Company
Careers
Press
About
Company
Careers
Press
Security and Trust

Databricks Inc.
160 Spear Street, 15th Floor
San Francisco, CA 94105
1-866-330-0121
- [](https://www.linkedin.com/company/databricks)
- [](https://www.facebook.com/pages/Databricks/560203607379694)
- [](https://twitter.com/databricks)
- [](https://www.databricks.com/feed)
- [](https://www.glassdoor.com/Overview/Working-at-Databricks-EI_IE954734.11,21.htm)
- [](https://www.youtube.com/@Databricks)

- [](https://www.linkedin.com/company/databricks)
- [](https://www.facebook.com/pages/Databricks/560203607379694)
- [](https://twitter.com/databricks)
- [](https://www.databricks.com/feed)
- [](https://www.glassdoor.com/Overview/Working-at-Databricks-EI_IE954734.11,21.htm)
- [](https://www.youtube.com/@Databricks)
© Databricks 2026. All rights reserved. Apache, Apache Spark, Spark, the Spark Logo, Apache Iceberg, Iceberg, and the Apache Iceberg logo are trademarks of the Apache Software Foundation.
- Privacy Notice
- |Terms of Use
- |Modern Slavery Statement
- |California Privacy
- |Your Privacy Choices
- !Image 13
We Care About Your Privacy
Databricks uses cookies and similar technologies to enhance site navigation, analyze site usage, personalize content and ads, and as further described in our Cookie Notice. To disable non-essential cookies, click “Reject All”. You can also manage your cookie settings by clicking “Manage Preferences.”
Manage Preferences
Reject All Accept All

Privacy Preference Center
Opt-Out Preference Signal Honored
Privacy Preference Center
- ### Your Privacy
- ### Strictly Necessary Cookies
- ### Performance Cookies
- ### Functional Cookies
- ### Targeting Cookies
- ### TOTHR
#### Your Privacy
When you visit any website, it may store or retrieve information on your browser, mostly in the form of cookies. This information might be about you, your preferences or your device and is mostly used to make the site work as you expect it to. The information does not usually directly identify you, but it can give you a more personalized web experience. Because we respect your right to privacy, you can choose not to allow some types of cookies. Click on the different category headings to find out more and change our default settings. However, blocking some types of cookies may impact your experience of the site and the services we are able to offer.
#### Opting out of sales, sharing, and targeted advertising
Depending on your location, you may have the right to opt out of the “sale” or “sharing” of your personal information or the processing of your personal information for purposes of online “targeted advertising.” You can opt out based on cookies and similar identifiers by disabling optional cookies here. To opt out based on other identifiers (such as your email address), submit a request in our Privacy Request Center.
#### Strictly Necessary Cookies
Always Active
These cookies are necessary for the website to function and cannot be switched off in our systems. They assist with essential site functionality such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will no longer work.
#### Performance Cookies
- [x] Performance Cookies
These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site.
#### Functional Cookies
- [x] Functional Cookies
These cookies enable the website to provide enhanced functionality and personalization. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.
#### Targeting Cookies
- [x] Targeting Cookies
These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant advertisements on other sites. If you do not allow these cookies, you will experience less targeted advertising.
#### TOTHR
- [x] TOTHR
Cookie List
Consent Leg.Interest
- [x] checkbox label label
- [x] checkbox label label
- [x] checkbox label label
Clear
- - [x] checkbox label label
Apply Cancel
Confirm My Choices
Allow All
