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DatabricksAI Data Analysis

Databricks Genie

Databricks Genie answers data questions in plain language. Data teams curate Genie Agents, formerly Genie Spaces, on Unity Catalog data with example SQL and SQL expressions, then test them with benchmarks. Business users ask in Genie One or on mobile, or through the Genie Agents API. The SQL Genie generates is always read-only and runs under the user's Unity Catalog permissions.

The 30-Second Take

Pick Databricks Genie if your data lives in Unity Catalog and a data analyst can own and test each domain's agent.

Business users ask questions in plain language, and Genie One turns each into read-only SQL under the asker's own permissions. Genie chat is free through January 31, 2027, the cheapest time to learn whether users trust its answers.

Best fit
Companies on Databricks with governed Unity Catalog data and a data team that can curate one domain at a time.
Main constraint
Answers are only as good as the curation: metadata, metric views, example SQL, and benchmarks.
First move
Build one Genie Agent on five or fewer tables, write a benchmark set for it, and open it to a small group.

Why

Watch the curation: teams that supply descriptions, example SQL and benchmarks behind each Genie Agent report reliable answers, and uncurated agents return believable wrong numbers. Practitioners split on how much review answers need.

Practitioner sentiment, leaders and teams+36 Positive

39 practitioners, 93 sources reviewed, Updated Oct 26, 2026How this is measured

Read the GILD Review
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Operating stack
AI Knowledge Work

Comparisons

How does Databricks Genie compare with the alternatives?

  1. Databricks Genie vs Hex

    • Self-Serve Analytics

    Start with Genie when your data and analysts live in Databricks: it works on Unity Catalog data, and chat is free through January 31, 2027. Pick Hex when data spans platforms; it reaches 16 databases and adds notebooks and published apps, billed per seat and credit. Both answer from context a data team curates and score accuracy against test questions.

  2. Databricks Genie vs Snowflake CoWork

    • Self-Serve Analytics

    Pick the agent on the platform that already holds your data. Genie reads Unity Catalog metric views through curated Genie Agents, and CoWork reads semantic views through Cortex Agents, each under its platform's permissions. Genie chat is free through January 31, 2027, while CoWork bills AI Credits per token from the start.

  3. Databricks Genie vs Looker

    • Reporting & Dashboards

    Choose whichever product already holds your governed metrics. Looker's Conversational Analytics answers through LookML Explores, so it inherits definitions a BI team already maintains. Genie answers from Unity Catalog metadata, metric views, and a per-agent knowledge store on Databricks.

Operator Insights

What are business and product leaders learning from rolling Databricks Genie out across their teams?

Buying and deployment

What business and product leaders should verify before rolling it out across teams.

Sourced from Databricks documentation

How you buy it

January 31, 2027

Genie One and Agents are free for named users until then. Then 150 free DBUs a month each.

Source 1, Databricks, Genie pricing: Genie pricingSource 2, Databricks, Budgets and cost controls: Budgets and cost controls

Details

Genie is billed in DBUs with no seat fees, and Databricks prices it for Premium and Enterprise accounts. Genie One and Genie Agents usage by named users is free through January 31, 2027. From February 1, 2027, each user gets 150 free DBUs a month, worth US$10.50 on AWS US East, and pays US$0.070 per DBU beyond that. Databricks has billed Genie Code usage beyond a free monthly allowance since July 8, 2026.

Cost drivers

Warehouse queries

The SQL Genie runs is billed separately and outside Genie budgets.

Source 1, Databricks, Genie pricing: Genie pricingSource 2, Databricks, Budgets and cost controls: Budgets and cost controlsSource 3, Databricks, Create and manage a Genie Agent: Create and manage a Genie AgentSource 5, databricks.com, Lakehouse (Databricks SQL) pricing: Lakehouse (Databricks SQL) pricing

Details

LLM usage beyond the free allowance is billed under the Serverless Real-time Inference SKU, and service principals get no free usage. The SQL that Genie generates runs on a pro or serverless SQL warehouse, billed separately and outside Genie budgets. Serverless SQL costs US$0.70 per DBU on AWS Premium, US East.

Where it runs

Your workspace

Agents query Unity Catalog on your SQL warehouses. Model partners retain no prompts.

Source 3, Databricks, Create and manage a Genie Agent: Create and manage a Genie AgentSource 6, Databricks, Genie One: Genie OneSource 7, docs.databricks.com, Use Genie on mobile: Use Genie on mobileSource 8, Databricks, Partner-powered AI features: Partner-powered AI featuresSource 4, Databricks, AI trust and safety: AI trust and safety

Details

Genie Agents query Unity Catalog data on the customer's SQL warehouses inside its Databricks workspace. Genie One runs at workspace or account level on the web, and in the Genie mobile app for iOS and Android, which is not yet generally available. Chat mode uses Azure OpenAI and OpenAI on Databricks. Agent mode uses OpenAI and Anthropic on Databricks. Model partners retain none of the data submitted through these features.

What to verify

Shared credentials

Users share the author's embedded warehouse credentials, while data access follows the asker.

Source 3, Databricks, Create and manage a Genie Agent: Create and manage a Genie AgentSource 8, Databricks, Partner-powered AI features: Partner-powered AI featuresSource 9, docs.databricks.com, Designated Services: Designated Services

Details

Unity Catalog data access follows the asker, while every user shares the author's embedded warehouse credentials. Genie Agents require partner-powered AI features. Databricks is removing that setting at a later date, and where it is enabled its toggle is already disabled. Agent mode runs in-Geo in the Americas, Asia, Australia and New Zealand, Europe, and India, and needs cross-Geo processing only in Mainland China and the Middle East and Africa.

Signals

What is the current evidence saying about Databricks Genie?

Public accounts of Databricks Genie at work, including engineers' tests and team or consultant rollouts. Each finding links to its sources.

Whose sources count

Practitioner sentiment, leaders and teams

+36 Positive net

of 41 sources that take a side, each author counted once.

How this figure is made

Current sentiment

Positive, mixed and negative sources

The score counts them as 20 positive, 13 mixed and 6 negative votes, one per author.

Teams praise answer quality once a data team curates context, and every account that explains a good answer credits that curation. Their most frequent concerns are cost since usage billing began and deploying Genie Agents outside the UI. Most keep their BI tool beside Genie.

Run a pilot on questions your analysts already answer to measure how often its numbers match theirs.

Evidence field. All 93 sources, one mark each.

Arrange by

Each mark is one source: positive, mixed, negative, no opinion stated, or documentation (not counted).

By sentiment, Leaders and teams rolling it out. Every source GILD read, grouped as the field draws it.
GroupSourcesPositiveMixedNegativeNo opinion stated and not counted in the scoreDocumentation, checked and not counted
Positive21210000
Mixed14014000
Negative600600
Not counted800080
Documentation19000019
Outside this group25124900
Every source GILD read, by the quarter it was published, as the field's time axis counts it. Documentation is dated by the day it was checked.
QuarterSources
Q1 20251
Q2 20255
Q3 20255
Q4 202511
Q1 20263
Q2 202628
Q3 202617
Q4 20264
Documentation, checked19

By sentiment

19 documentation pages check facts and are not counted; 25 sit outside this group.

Hover a mark for a quick look, click it or press Enter to open its source.Tap a mark to open its source, then step to its neighbors with Previous and Next.

What practitioners praise

Top praise of 2. Each mark is a source on it; filled marks praise it.

  1. Answer Quality13 of 14 sources on it praise it

Most common concerns

Top concern of 2. Each mark is a source on it; filled marks raise it.

  1. Deployment as Code7 of 8 sources on it raise it as a concern
All 93 sources behind these findings
  1. Data + AI Summit 2026 session: Scaling Databricks Genie 10x at GSK Global Supply ChainDatabricks (Databricks conference session page), Conference session page, Databricks Data + AI Summit 2026, checked Oct 25, 2026
  2. Data + AI Summit 2026 session: What Worked, What Didn't: Virgin Atlantic's Flight to Trusted Generative BIDatabricks (Databricks conference session page), Conference session page, Databricks Data + AI Summit 2026, checked Oct 25, 2026
  3. Data + AI Summit 2026 session: Atlassian's Journey of Using AI/BI Genie From Pilot to ProductionDatabricks (Databricks conference session page), Conference session page, Databricks Data + AI Summit 2026, checked Oct 25, 2026
  4. X post on Genie as shared company context for personal agentsPJ Standley (@ArkStabler), X user (self-described: Company using Databricks as shared context, with personal agents that query Genie), X post, published Oct 17, 2026
  5. GenieDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  6. How Genie Agents workDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  7. Create and manage a Genie AgentDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  8. Curate an effective Genie AgentDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  9. Tune Genie Agent qualityDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  10. Test and monitor a Genie AgentDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  11. Genie Agents APIDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  12. Genie OneDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  13. Manage budgets and cost controls for GenieDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  14. Genie consumption guideDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  15. Databricks AI assistive features trust and safetyDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  16. Partner-powered AI featuresDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  17. Genie Agent audit queriesDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  18. Analyze files in volumes with a Genie AgentDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  19. Genie pricingDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  20. Genie AgentsDatabricks (Official Databricks documentation), Product documentation, checked Oct 12, 2026
  21. Comment on: Genie Agent can't be added to git repo or DAB. Nothing working.shadowfax12221, Reddit commenter in r/databricks (self-described: Team building an agent composed of Genie Agents), Reddit comment, published Oct 7, 2026
  22. Post: Genie Agent can't be added to git repo or DAB. Nothing working.SmallAd3697, Reddit poster in r/databricks (self-described: New to Databricks, building a first Genie Agent), Reddit post, published Oct 6, 2026
  23. They Tried 3 Times. Then AI Changed the Enterprise Data BuildMary Alfheim, VP of Data and Analytics at Headspace (Headspace data team putting Genie spaces and its own routing agent on a rebuilt data model for a beta group of business partners), Podcast episode with transcript, Data Analytics Chat, published Oct 6, 2026
  24. Genie Space bundle resource requires its source table to exist at deploy time, blocking first-time bundle deploysiamsimran, GitHub user (self-described: Team deploying Genie spaces with Databricks Asset Bundles to new feature-branch targets), GitHub issue on databricks/cli, published Sep 18, 2026
  25. What Is Databricks Genie, and Should You Be Using It? (Webinar Recap)Olivier Soucy, Founder at Okube.ai (Databricks consulting partner walking through Genie Agents and Genie One in a SELECT webinar, with a monitoring setup from his own work), Webinar recap, SELECT blog, published Sep 16, 2026
  26. Post: Genie Agent's idea of "the Midwest" includes Kentucky. Ours doesn't. Notes from [8 months] of Genie Spaces in prod.mehulbhuva, Reddit poster in r/databricks, author of a SQLServerCentral article on Genie spaces (self-described: Genie space live for 500+ sales users for 8 months), Reddit post, published Sep 9, 2026
  27. How Databricks Genie AI handled an analytics question with no contextAdam Gilmore, author of the Dimodelo Data Engineering newsletter (self-described: Electricity distribution network data team, silver and gold models in Unity Catalog), Newsletter post, Dimodelo Data Engineering (Substack), published Sep 2, 2026
  28. Databricks Genie One Opens the doors for business usersMechanical Rock, a data and cloud consultancy (self-described: Hands-on test of Genie One in Databricks Free Edition), Consultancy blog post, Mechanical Rock blog, published Aug 10, 2026
  29. Comment on: Deploying Genie at Enterprise ScaleMoist_Estimate_9723, Reddit commenter in r/databricks (self-described: Company with growing non-technical Genie usage), Reddit comment, published Aug 6, 2026
  30. Comment on: Deploying Genie at Enterprise Scalecafealpha82, Reddit commenter in r/databricks (self-described: Internal pilots), Reddit comment, published Aug 2, 2026
  31. Comment on: Genie onetrafalger, Reddit commenter in r/databricks (self-described: Company routes all users to Genie One at its own domain), Reddit comment, published Jul 29, 2026
  32. Comment on: Genie onetintires, Reddit commenter in r/databricks (self-described: Team running Genie), Reddit comment, published Jul 28, 2026
  33. Comment on: Genie oneOkSink6598, Reddit commenter in r/databricks (self-described: Integrated Genie with Slack), Reddit comment, published Jul 28, 2026
  34. Comment on: Genie oneSea_Basil_6501, Reddit commenter in r/databricks (self-described: Supporting business users), Reddit comment, published Jul 28, 2026
  35. Post: Genie onetrafalger, Reddit poster in r/databricks (self-described: Company routes all users to Genie One at its own domain), Reddit post, published Jul 27, 2026
  36. Comment on: AI/ML Agents vs Genie Agents: Use-case decisiondatguywelbs7, Reddit commenter in r/databricks (self-described: Prototyping Genie Agents), Reddit comment, published Jul 22, 2026
  37. Comment on: AI/ML Agents vs Genie Agents: Use-case decisionCryptographer4899, Reddit commenter in r/databricks, consultant (self-described: Client analyzing call transcripts in a Genie Agent), Reddit comment, published Jul 22, 2026
  38. Comment on: Databricks Genie usage is getting budget controls - pay as you godrosophila82, Reddit commenter in r/databricks (self-described: Tracking Genie budget policies), Reddit comment, published Jul 9, 2026
  39. Comment on: How do teams avoid duplicate apps, Genie Spaces, or agents in Databricks?Revolutionary-Key33, Reddit commenter in r/databricks, consultant (self-described: Clients building Genie spaces and apps), Reddit comment, published Jul 7, 2026
  40. Comment on: Let's talk about GenieWide_Invite_1799, Reddit commenter in r/databricks, delivery consultant (self-described: Client Genie deliveries), Reddit comment, published Jul 1, 2026
  41. Comment on: Genie Agent (Previously Genie Spaces) Agent Mode APIanonymous_orpington, Reddit commenter in r/databricks (self-described: Clinical trial researchers using Agent mode), Reddit comment, published Jun 27, 2026
  42. Comment on: Genie Agent (Previously Genie Spaces) Agent Mode APIWorldOfUmbro, Reddit commenter in r/databricks (self-described: Uses Agent mode for prescriptive analysis), Reddit comment, published Jun 24, 2026
  43. Post: I tried using synthetic generation to build an eval set for Genie. How do you know the answer key is actually right?Limp-Park7849, Reddit poster in r/databricks (self-described: Building a benchmark set for a Genie space), Reddit post, published Jun 21, 2026
  44. Comment on: I tried using synthetic generation to build an eval set for Genie. How do you know the answer key is actually right?slothparty23, Reddit commenter in r/databricks (self-described: Builds Genie spaces for user groups), Reddit comment, published Jun 21, 2026
  45. Comment on: Databricks just dropped Genie One, Ontology, and Agents. Is this the end of traditional BI as we know it?57-leaf-clover, Reddit commenter in r/databricks (self-described: Own testing of Genie), Reddit comment, published Jun 19, 2026
  46. Comment on: Getting Databricks Genie accurate is curation work, not a model problemNo_Presentation1421, Reddit commenter in r/databricks, consultant (self-described: Insurance client asking about turnaround time and straight-through processing), Reddit comment, published Jun 18, 2026
  47. Comment on: Best practices for managing Genie Spaces across environmentsReData_, Reddit commenter in r/databricks (self-described: Configures Genie spaces with business users), Reddit comment, published Jun 18, 2026
  48. Comment on: Best practices for managing Genie Spaces across environmentsCautiousUse8597, Reddit commenter in r/databricks (self-described: Deploys Genie spaces across environments), Reddit comment, published Jun 18, 2026
  49. Comment on: Getting Databricks Genie accurate is curation work, not a model problemshadow_nik21, Reddit commenter in r/databricks (self-described: Genie-based business case presented at Data + AI Summit), Reddit comment, published Jun 17, 2026
  50. Comment on: Getting Databricks Genie accurate is curation work, not a model problemanirbans403, Reddit commenter in r/databricks (self-described: Business users of their Genie spaces), Reddit comment, published Jun 17, 2026
  51. Comment on: Getting Databricks Genie accurate is curation work, not a model problemlakica96, Reddit commenter in r/databricks (self-described: Implemented and curated several Genie spaces), Reddit comment, published Jun 17, 2026
  52. Comment on: Databricks just dropped Genie One, Ontology, and Agents. Is this the end of traditional BI as we know it?addictzz, Reddit commenter in r/databricks (self-described: Own use of Genie One), Reddit comment, published Jun 17, 2026
  53. Comment on: Databricks just dropped Genie One, Ontology, and Agents. Is this the end of traditional BI as we know it?Latter-Corner8977, Reddit commenter in r/databricks (self-described: Regular Genie user), Reddit comment, published Jun 17, 2026
  54. Comment on: Getting Databricks Genie accurate is curation work, not a model problemGlitch_In_The_Data, Reddit commenter in r/databricks, consultant (self-described: Genie spaces for pet projects and a customer pilot), Reddit comment, published Jun 16, 2026
  55. Post: Databricks Genie Cost Per QuestionDissident-Contrarian, Reddit poster in r/databricks (self-described: Team focused on Genie spaces for AI/BI chat), Reddit post, published Jun 14, 2026
  56. Post: Databricks One: Genie: Genie One (Naming)Aromatic-Lie-4114, Reddit poster in r/databricks (self-described: Following the Genie renames), Reddit post, published Jun 13, 2026
  57. Post: We Kept Power BI for Reporting and Added Genie for Everything ElseArgumentOriginal1567, Reddit poster in r/databricks, consultant describing client projects (self-described: Insurance and manufacturing client projects), Reddit post, published Jun 10, 2026
  58. Comment on: Databricks Genie usage is getting budget controls - pay as you goscreelings, Reddit commenter in r/databricks (self-described: Learned of the billing change informally), Reddit comment, published Jun 8, 2026
  59. Comment on: Databricks genie appreciationTurbulent_Half2548, Reddit commenter in r/databricks (self-described: Builds Genie spaces for non-technical colleagues), Reddit comment, published Jun 5, 2026
  60. Comment on: Databricks genie appreciationStrange_Shame7886, Reddit commenter in r/databricks (self-described: Uses Genie in AI/BI reports), Reddit comment, published Jun 5, 2026
  61. Comment on: Databricks Genie usage is getting budget controls - pay as you godaddy_stool, Reddit commenter in r/databricks (self-described: Company rethinking its Genie use), Reddit comment, published Jun 5, 2026
  62. Is Databricks AI/BI Genie Worth It if You Already Have Power BI?Jasper Hooft, AI Architect at Devoteam (Devoteam test with product managers and sales operations leads asking their daily questions in both Power BI and a Genie space over core sales and subscription tables), Consultancy expert view, Devoteam, published Jun 4, 2026
  63. Post: Can't schedule Genie queries without giving full SQL access to consumersrodisoto, Reddit poster in r/databricks (self-described: Rolling Genie out to business users with consumer access), Reddit post, published Jun 2, 2026
  64. Why Generative BI Stumbles Without Governance: Cracking the Reliability Code with Databricks GenieMyriam Van Erum, Data & AI Architect at Devoteam (Devoteam architect's team rolling out Genie spaces on a governed gold layer, measured on a 20-question benchmark), Consultancy expert view, Devoteam, published Jun 1, 2026
  65. Comment on: Databricks genie called on slackbreno601, Reddit commenter in r/databricks (self-described: Embedding Genie outside Databricks), Reddit comment, published May 15, 2026
  66. Post: Genie Spaces - What do you think?rexeven77, Reddit poster in r/databricks (self-described: Many facility-specific Genie spaces), Reddit post, published Apr 30, 2026
  67. Comment on: Genie Spaces - What do you think?mr_thwibble, Reddit commenter in r/databricks (self-described: Migration review of SSAS and SSIS files), Reddit comment, published Apr 30, 2026
  68. Databricks Genie BA Use Cases: Lessons from Our TeamMarija Ristevska, technical BA team at IWConnect (IWConnect's business analyst team using Genie spaces for data quality checks, pipeline validation, and a source switch), Company blog post, IWConnect, published Apr 7, 2026
  69. Deploying Conversational Analytics: What It Really Takes to Talk to Your DataKeith Meyer, AI Engineering Practice Leader at Cleartelligence (Cleartelligence AI engineering team embedding Genie in a financial software company's customer-facing product), Consultancy blog post, Cleartelligence, published Mar 25, 2026
  70. Comment on: Costs of utilizing Genieoboiadi, Reddit commenter in r/databricks (self-described: Costing a Genie space for a business case), Reddit comment, published Mar 19, 2026
  71. Comment on: Claude Code is suddenly everywhere inside Microsoftajcp, Hacker News commenter (self-described: Recommending a tool for combining a company's structured data with natural-language questions), Hacker News comment, published Feb 2, 2026
  72. Post: Genie with MS TeamsGlittering_Okra2002, Reddit poster in r/databricks (self-described: Internal chatbot for managers to query report data), Reddit post, published Dec 18, 2025
  73. Comment on: Genie with MS TeamsAlligatorJunior, Reddit commenter in r/databricks (self-described: Connected Genie to Teams through Foundry and an Azure bot), Reddit comment, published Dec 18, 2025
  74. Comment on: Data Modelling for Genieangryapathetic, Reddit commenter in r/databricks, consultant (self-described: Genie space built to complement a Power BI report), Reddit comment, published Dec 13, 2025
  75. Comment on: What do you guys think about Genie??BeginningKey2411, Reddit commenter in r/databricks (self-described: Own Genie setup), Reddit comment, published Dec 12, 2025
  76. Comment on: What do you guys think about Genie??JosueBogran, Reddit commenter in r/databricks, Databricks MVP at a consulting company (self-described: Consultant with Genie customers), Reddit comment, published Dec 9, 2025
  77. Comment on: What do you guys think about Genie??randomName77777777, Reddit commenter in r/databricks (self-described: Team using Genie), Reddit comment, published Dec 6, 2025
  78. Comment on: What do you guys think about Genie??Foodforbrain101, Reddit commenter in r/databricks (self-described: Tried Genie in Databricks Free Edition), Reddit comment, published Dec 6, 2025
  79. Comment on: What do you guys think about Genie??angryapathetic, Reddit commenter in r/databricks, consultant (self-described: Deployed Genie for a client), Reddit comment, published Dec 6, 2025
  80. Comment on: What do you guys think about Genie??tintires, Reddit commenter in r/databricks (self-described: Team planning a wider rollout), Reddit comment, published Dec 6, 2025
  81. Comment on: What do you guys think about Genie??Odd-Government8896, Reddit commenter in r/databricks, works in a sensitive industry (self-described: Sensitive-industry team), Reddit comment, published Dec 6, 2025
  82. Comment on: Text-to-SQL is dead, long live text-to-SQLmacinjosh, Hacker News commenter working with Genie on an enterprise schema (self-described: Enterprise data schemas with hundreds of tables from several teams), Hacker News comment, published Oct 28, 2025
  83. Comment on: Databricks assistant and genieJosueBogran, Reddit commenter in r/databricks, Databricks MVP at a consulting company (self-described: Consultant advising Genie customers), Reddit comment, published Aug 7, 2025
  84. Comment on: Databricks assistant and genieWhack_a_mallard, Reddit commenter in r/databricks, consultant (self-described: Implemented Genie with multiple clients), Reddit comment, published Aug 5, 2025
  85. Comment on: Databricks assistant and genieDryRelationship1330, Reddit commenter in r/databricks (self-described: Uses Genie often for ad hoc exploration), Reddit comment, published Aug 4, 2025
  86. Post: Genie for Production Internal UseMinceWeldSalah, Reddit poster in r/databricks (self-described: Building a Teams bot on the Genie API for stakeholders), Reddit post, published Jul 27, 2025
  87. Comment on: Genie for Production Internal Useihateticklesonmytoes, Reddit commenter in r/databricks (self-described: Team packaging Genie datasets in asset bundles), Reddit comment, published Jul 27, 2025
  88. Comment on: Genie chat is not great, other options?GenesisExalted, Reddit commenter in r/databricks (self-described: Team with a standard test and deploy workflow), Reddit comment, published Jun 21, 2025
  89. Comment on: Genie chat is not great, other options?Labanc_, Reddit commenter in r/databricks (self-described: Team holding Genie out of production), Reddit comment, published Jun 19, 2025
  90. Comment on: Let's talk about Geniedhurlzz, Reddit commenter in r/databricks (self-described: Business-facing Genie served through a Teams bot), Reddit comment, published Jun 13, 2025
  91. Post: Let's talk about GenieAlarming-Test-346, Reddit poster in r/databricks (self-described: Pilot with business end users), Reddit post, published Jun 12, 2025
  92. Comment on: Let's talk about GenieNo_Establishment182, Reddit commenter in r/databricks, SaaS company serving 200+ customer schemas (self-described: Evaluated Genie for a multi-tenant SaaS data mart), Reddit comment, published Jun 12, 2025
  93. Databricks Genie: Our Experience with & Lessons LearnedNicanor Medina, SunnyData (Databricks consulting partner) (Three client projects in banking, industry, and energy), Consultancy blog post, SunnyData blog, published Feb 18, 2025

Feb 2025 to Oct 2026.

74 sources from practitioners, by month and sentiment.

The full readExplore all Databricks Genie Signals5 praise themes, 6 concerns, 2 points of agreement and 2 disagreements across all three groups, with all 93 sources open to inspect.

Where It Fits

Where does Databricks Genie belong in the stack?

Open Where It Fits: the Stack Field and the full map

Databricks Genie is Core across Analyze, supports Assist, Find, and Automate, and touches Create.

Business area
Company-wide
Function
Knowledge Work
Operating stack
AI Knowledge Work
Primary role
Conversational Analytics on Databricks
Databricks Genie beside the rest of its stackThe Stack Field, every product on every layer
FootprintDatabricks Genie across the AI Knowledge Work stack. Bar height is its role on each layer.

  1. Assist

    1. AI assistant: Supports

      AI assistant, supports. Genie One chat answers questions using Genie Agents, dashboards, and metric views. It drafts documents from conversations. Databricks MCP connectors reach Google Drive, Microsoft 365, Slack, and other sources. ChatGPT or Claude handles general drafting and research beyond company data.

  2. Find

    1. Web research: Touches

      Web research, touches. Genie answers from Unity Catalog data and sources an author connects. A web research tool supplies cited answers from the public web.

    2. Enterprise search: Supports

      Enterprise search, supports. Genie One searches dashboards and Genie Agents shared with each user, along with shared apps. Its connectors search SharePoint, Confluence, Jira, and Glean. An enterprise search product covers every company app.

  3. Create

    1. Documents: Touches

      Documents, touches. Genie One turns chats into shareable documents. Agent mode returns reports with citations. Teams keep documents and wikis in their existing tools.

    2. Meeting notes: Touches

      Meeting notes, touches. Genie records no meetings. Teams bring its answers to meetings as dashboards or reports, including scheduled results sent by email.

  4. Analyze

    1. Data analysis: Core

      Data analysis, core. Genie turns business questions into read-only SQL on a pro or serverless SQL warehouse. Each agent accepts up to 50 Unity Catalog tables, views, or metric views, plus example SQL and SQL expressions. Benchmarks score answer accuracy. Agent mode performs multi-step analysis.

  5. Automate

    1. Automation: Supports

      Automation, supports. Genie One scheduled tasks rerun questions and email results. Applications and other agents call Chat and Agent mode through the Genie Agents API. A workflow tool handles multi-step automation across business apps.

Market mapThe layers Databricks Genie covers, and who else owns each one.

  1. Data analysis & reporting

    CoreAnalyze

  2. General AI assistant

    SupportsAssist

  3. Enterprise search & company knowledge

    SupportsFind

  4. Workflow automation & agents

    SupportsAutomate

  5. Web research & cited answers

    TouchesFind

2 more layers on the full map. Core, Supports and Touches describe coverage. They say nothing about quality.

More on Databricks Genie

  1. GILD ReviewGILD's evaluation, with the buying facts
  2. Research3 pieces
  3. Guides4 guides
  4. Operator Insights2 operator accounts
  5. Where It FitsOn the AI Knowledge Work stack
  6. Related Products5 products