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AI Data Analysis

Hex

SQL and Python notebooks, data apps, and two warehouse agents: Notebook Agent for data teams and Threads for business users.

The 30-Second Take

Pick Hex if your data team models the warehouse and wants notebooks and business users' AI answers on one context.

It pairs live SQL and Python notebooks with two agents, Threads for business users and the Notebook Agent for analysts. By default Threads answers only from data the team has endorsed.

Best fit
Companies with a modeled warehouse and a data team that wants business users answering their own questions.
Main constraint
Answer quality depends on the context the data team curates: endorsed data, semantic models, and workspace guides.
First move
Endorse one data domain and test it with an eval set before opening Threads to one team.

Why

Watch the curation: if nobody owns endorsed data, semantic models and guides, Threads has little it can answer from. Credits start once heavy AI use passes each seat's monthly grant.

Practitioner sentiment, leaders and teams+65 Strong positive

31 practitioners, 76 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 Hex compare with the alternatives?

  1. Hex vs ChatGPT

    • Data Analysis

    Use Hex for live warehouse questions answered from context the data team curates, with results that stay as apps others reuse. Use ChatGPT for one-off analysis of the spreadsheets, exports, and connected apps you hand it. Hex's MCP server lets ChatGPT start Hex Threads, so a team can use both.

  2. Hex vs Databricks Genie

    • Self-Serve Analytics

    Start with Genie when data lives in Unity Catalog inside Databricks; its chat usage is free through January 31, 2027. Pick Hex when data spans its 16 supported databases or analysts want notebooks and published apps, billed per seat and credit. Each answers from curated context and scores accuracy against test questions.

  3. Hex vs Looker

    • Self-Serve Analytics

    Choose Hex when analysts work in SQL and Python notebooks with agents that read semantic models and endorsed data, billed per Editor seat and AI credit. Choose Looker for governed queries composed from LookML under an annual license. Hex's Looker migration skill rebuilds Looker dashboards as Hex apps.

Operator Insights

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

Buying and deployment

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

Sourced from Hex documentation

How you buy it

US$36

Per Editor per month on Professional. Team is US$75, and every plan allows unlimited users.

Source 1, Hex, Pricing: PricingSource 5, Hex, Billing FAQ: Billing FAQ

Details

Hex charges per Editor seat in US dollars. Community is free. Professional costs US$36 and Team US$75 per Editor per month, billed monthly on self-serve with a 14-day Team trial. Enterprise is custom-priced on an order form and billed annually. Every plan allows unlimited users. Explorer seats for business users are a paid per-seat add-on.

Cost drivers

30 credits

A month on Professional, 40 per Team Editor, with no rollover. A simple question uses about 1.

Source 2, Hex, Credits: CreditsSource 1, Hex, Pricing: Pricing

Details

Seats and AI credits drive cost. Monthly grants expire without rollover, with 30 credits on Professional and 40 per Team Editor. Hex's examples use about 1 credit for a simple question and about 10 for a data app. Auto top-ups buy 50 credits for US$25. Compute above Medium is billed per minute, from US$0.32 an hour.

Where it runs

16 databases

Queried live from Hex's AWS cloud, including Snowflake, BigQuery, and Databricks.

Source 1, Hex, Pricing: PricingSource 6, hex.tech, Data security: Data securitySource 4, Hex, Data connections: Data connections

Details

Hex runs on AWS, multi-tenant by default. Team offers an EU multi-tenant stack by contract, and Enterprise adds single-tenant and HIPAA deployments as add-ons. Hex connects to 16 supported databases, including Snowflake, BigQuery, Databricks, and Redshift, and queries them through those connections.

What to verify

OIDC only

No SAML. SSO, audit logs, and your own AI key come with Enterprise.

Source 7, Hex, SSO: SSOSource 1, Hex, Pricing: PricingSource 3, Hex, AI data privacy: AI data privacySource 8, learn.hex.tech, Data retention: Data retention

Details

SSO is OIDC only, with no SAML, and comes on Enterprise with OAuth warehouse connections, audit logs, and bring-your-own-key AI. Whether Hex uses AI session data to improve its AI features depends on the plan's terms, and an admin can opt out at any time without turning AI features off. Cell outputs are stored indefinitely by default, and select Enterprise plans can set 7, 14, 30, 60, or 90 day retention for cell outputs and cached warehouse data.

Signals

What is the current evidence saying about Hex?

Public accounts of Hex at work, including individual analysts and the data leaders who chose it. Each finding links to its sources.

Whose sources count

Practitioner sentiment, leaders and teams

+65 Strong positive net

of 33 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, 11 mixed and 0 negative votes, one per author.

No source is negative.

Teams and data leaders praise Hex's AI agents most, followed by its SQL and Python notebook and published apps. Large notebooks and scheduled runs draw the most complaints about speed. Where accounts say whether Hex replaced their BI tool, most say it did.

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

Evidence field. All 76 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
Positive22220000
Mixed11011000
Negative000000
Not counted200020
Documentation15000015
Outside this group26169100
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 202510
Q2 20253
Q3 20255
Q4 202514
Q1 202610
Q2 202610
Q3 20268
Q4 20261
Documentation, checked15

By sentiment

15 documentation pages check facts and are not counted; 26 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 4. Each mark is a source on it; filled marks praise it.

  1. AI Agents15 of 17 sources on it praise it

Most common concerns

Each mark is a source on it; filled marks raise it.

  1. Speed6 of 8 sources on it raise it as a concern
All 76 sources behind these findings
  1. Hex pricingHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  2. CreditsHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  3. Billing FAQHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  4. AI in HexHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  5. AI data privacyHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  6. Data connections introductionHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  7. Introduction to semantic modelingHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  8. ThreadsHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  9. Context StudioHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  10. EvalsHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  11. Hex MCP serverHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  12. Workspace rolesHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  13. SSOHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  14. Migrate Looker dashboardsHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  15. Hex EnterpriseHex (Official Hex documentation), Product documentation, checked Oct 12, 2026
  16. Comment on: For you doing Agentic Engineering with dbt, how do you make sure your agents aren't generating slop?blockchan, Reddit commenter in r/dataengineering (self-described: Data team that prepared its dbt project for agents and uses Hex as its BI tool), Reddit comment, published Oct 2, 2026
  17. Hex: replace model-driven polling with a result-focused operationDavid Cramer, Sentry (issue filed through Sentry's Junior agent) (self-described: Sentry's internal Slack agent, Junior, answering business questions through Hex Threads over MCP), GitHub issue on getsentry/junior, published Sep 25, 2026
  18. From 14-hour batches and poor documentation to AI-ready data: Mitti's dbt rebuildThiago Baldim, Director of Engineering, Data at Mitti (Mitti's data team, which rebuilt more than 500 dbt models with full tests and documentation before rolling out natural-language analytics in Hex), Conference talk, dbt Summit 2026, published Sep 15, 2026
  19. Genius.AI: Hex ate our legacy BI stackDrew Barlage, Analytics Engineer at Genius.AI (Genius.AI's data team, which moved off a legacy BI tool to Hex and built a semantic layer and agent context workflow), Lightning talk, dbt Summit 2026, published Sep 15, 2026
  20. No drift allowed: LangChain's context playbook with HexEmily Hawkins, Analytics Engineering Manager at LangChain (LangChain's analytics engineering team, which keeps its Hex agent grounded with dbt docs, workspace guides, a semantic layer, and endorsed models), Conference talk, dbt Summit 2026, published Sep 15, 2026
  21. Post: Just used AI for the first time. Need your advice.informatica6, Reddit commenter in r/analytics (self-described: Data analyst at a large company where Claude and Hex connect to the warehouse and semantic layer), Reddit post, published Aug 9, 2026
  22. G2 review: Powerful, Collaborative Data Analysis with Polished OutputsReviewer on G2 in Retail, Analyst at an enterprise retail company (self-described: Enterprise retail company (more than 1,000 employees)), G2 review, published Aug 8, 2026
  23. How we built LangChain's agent-first data stackEmily Hawkins, LangChain data team (byline author) (self-described: LangChain, three-person data team serving the whole company), Engineering blog post, LangChain Blog, published Jul 27, 2026
  24. Streamlined data reporting has boosted collaboration and saved significant analysis timeAmber Fallon, Hex user for one year (self-described: Customer-facing data analytics reporting with a team), Independent user review, AWS Marketplace (review syndicated from PeerSpot), published Jul 20, 2026
  25. G2 review: Hex AI 10/10 without credit limits. With proposed limits 3/10, gutting main benefit.Reviewer on G2 in Entertainment, Operations department head at a mid-market entertainment company (self-described: Mid-market entertainment company (51 to 1,000 employees), operations team without SQL or Python experience), G2 review, published Jun 5, 2026
  26. G2 review: Efficient Tool for Data Analysis with Seamless IntegrationQueenie G., data analyst (G2 reviewer) (self-described: Small business (50 or fewer employees), product launch and experiment analysis), G2 review, published May 29, 2026
  27. G2 review: Versatile AI Agents and Seamless SQL-Python Notebooks for a Hassle-Free WorkflowReviewer on G2 in Insurance, Dashboard builder at an enterprise insurance company (self-described: Enterprise insurance company (more than 1,000 employees), team-built dashboards), G2 review, published May 27, 2026
  28. Product Hunt review of HexRohit, AI and ML enthusiast (self-described: Own exploration of analytics AI products), Product Hunt review, published May 26, 2026
  29. Comment on: Hex: Introducing Generative Data Appstomtomau, Hacker News commenter and Hex workspace admin (self-described: Company that has been a Hex customer for several years), Hacker News comment, published May 13, 2026
  30. G2 review: Revolutionizing Analytics with Efficiency and InnovationCamden W., Manager, Analytics Engineering (G2 reviewer) (self-described: Mid-market company (51 to 1,000 employees), small analytics team running BI and conversational analytics in Hex), G2 review, published May 11, 2026
  31. G2 review: All-in-One Data Analysis Powerhouse with Intuitive FeaturesAlex R., Hex workspace admin (G2 reviewer) (self-described: Small business (50 or fewer employees), analysis and monitoring dashboards), G2 review, published May 8, 2026
  32. G2 review: Saves Time with Intuitive Data AnalysisJon K., Workforce Planning and Capacity Manager (G2 reviewer) (self-described: Mid-market company (51 to 1,000 employees), operations planning without SQL), G2 review, published May 6, 2026
  33. G2 review: Amazing AI and SQL Autocomplete That Speeds Up My WorkPaco R., Senior Product Manager (G2 reviewer) (self-described: Enterprise company (more than 1,000 employees), product funnel and feature tracking), G2 review, published Apr 24, 2026
  34. A Review of HexSam Schneider, Data Engineer at Amazon (per the author's About page), reviewing Hex on a free trial (self-described: Solo, personal projects (March Madness odds CSV, Kalshi datasets loaded into MotherDuck)), Personal blog post, Sam's Blog (selectfromwhereand.com), published Apr 4, 2026
  35. G2 review: Fast and Rich Analyticsvaibhav g., Senior Analytics Engineer (G2 reviewer) (self-described: Enterprise company (more than 1,000 employees), analytics for stakeholders), G2 review, published Mar 24, 2026
  36. Product Hunt review of HexJake Crump, GM of Core Product at Product Hunt (self-described: Product Hunt team prototyping a scoring formula), Product Hunt review, published Mar 24, 2026
  37. G2 review: Seamless SQL + Python Workflow, but Slow Loads and Limited Sharing ControlsCormac M., Senior Data Analytics Manager (G2 reviewer) (self-described: Mid-market company (51 to 1,000 employees), dashboards for a wide internal audience), G2 review, published Mar 23, 2026
  38. Comment on: How good can you use AI in DE?limeslice2020, Reddit commenter in r/dataengineering (self-described: Data engineer working with BigQuery, dbt, and Claude Code), Reddit comment, published Feb 25, 2026
  39. Comment on: Anybody using Hex / Omni / Sigma / Evidence?Successful_Pin_3456, Reddit commenter in r/dataengineering (self-described: Fractional head of data advising clients on BI tool selection), Reddit comment, published Jan 27, 2026
  40. G2 review: Effortless Data Analysis with Powerful AIHunter P., Director of Project Development (G2 reviewer) (self-described: Small business (50 or fewer employees), analysis without a data scientist), G2 review, published Jan 27, 2026
  41. Comment on: Anybody using Hex / Omni / Sigma / Evidence?clr0101, Reddit commenter in r/dataengineering (self-described: Evaluating AI data agents; tried Hex and Omni), Reddit comment, published Jan 21, 2026
  42. Comment on: Anybody using Hex / Omni / Sigma / Evidence?fleetswealth, Reddit commenter in r/dataengineering (self-described: Evaluations of Hex, Omni, Sigma, and Tableau), Reddit comment, published Jan 20, 2026
  43. Comment on: Anybody using Hex / Omni / Sigma / Evidence?nonobility86, Reddit commenter in r/dataengineering (self-described: Team using Hex for analysis), Reddit comment, published Jan 20, 2026
  44. Comment on: looking for the best business intelligence tools 2026 for non-technical teamDataObserver282, Reddit commenter in r/dataengineering (self-described: Company using Hex after also evaluating Omni), Reddit comment, published Jan 12, 2026
  45. Hex project runs asynchronously in Airflow using airflow-provider-hex (v0.1.9) since Dec 17Ronnie Joshua, data engineer (GitHub profile) (self-described: Production data pipeline that runs Hex projects from Airflow on Astronomer), GitHub issue on hex-inc/airflow-provider-hex, published Dec 22, 2025
  46. Product Hunt review of HexSean Collins, Product Hunt reviewer (self-described: Own data analysis), Product Hunt review, published Dec 15, 2025
  47. G2 review: Powerful Analytics Tool with Stellar Python SupportEmmett F., analytics and data science user (G2 reviewer) (self-described: Analytics, data science, and data transformation work), G2 review, published Dec 1, 2025
  48. G2 review: Simplifies Data Management with Native SQL and Python IntegrationAleksanteri S., analyst (G2 reviewer) (self-described: Ad hoc analytics on AWS data, Hex embedded in an internal analytics platform), G2 review, published Nov 25, 2025
  49. G2 review: Empowers Data Analysts with Flexibility and Advanced AITom N., Co-Founder and Head of Data, AI, and R&D (G2 reviewer) (self-described: Internal BI reporting on MySQL, PostgreSQL, and Snowflake with dbt metadata), G2 review, published Nov 24, 2025
  50. G2 review: Powerful Reporting, Needs Speed ImprovementsIan M., Senior Product Manager at a fintech company (G2 reviewer) (self-described: Mid-market fintech company (51 to 1,000 employees), performance reporting and funnel analysis), G2 review, published Nov 21, 2025
  51. G2 review: Streamlined Analysis with Hex, Though Filter Needs ImprovementJacques P., analyst (G2 reviewer) (self-described: Internal performance reporting and deep dives shared with colleagues), G2 review, published Nov 18, 2025
  52. G2 review: Versatile Language Support, But Needs Better Components and ChartingBrett W., data team member (G2 reviewer) (self-described: Team sharing Snowflake and Redshift connections), G2 review, published Nov 18, 2025
  53. G2 review: Transformative for Analytics with Quick VisualizationsTodd R., Vice President of Data (G2 reviewer) (self-described: Data leader who has run Hex at multiple companies), G2 review, published Nov 17, 2025
  54. G2 review: Empowers Complex Analytics but Challenging for Non-CodersAndrew D., Data Insights Manager (G2 reviewer) (self-described: Sports analytics, switched from Power BI), G2 review, published Nov 17, 2025
  55. Comment on: Hybrid LLM + SQL architecture: Cloud model generates SQL, local model analyzes. Anyone tried this?renagade24, Reddit commenter in r/dataengineering (self-described: Team that upgraded its Hex license for the AI agent and opened its semantic layer to it), Reddit comment, published Nov 12, 2025
  56. G2 review: Intuitive and Efficient Data Analysis with Integrated AILevy S., Fraud Lead (G2 reviewer) (self-described: Mid-market company (51 to 1,000 employees), fraud analysis), G2 review, published Nov 11, 2025
  57. G2 review: Effortless SQL-Python Integration, But Row Limits Can Be RestrictiveAndreia S., Junior Data Analyst (G2 reviewer) (self-described: Mid-market company (51 to 1,000 employees), Hex is the company's only BI tool), G2 review, published Oct 27, 2025
  58. Comment on: What is your favorite viz tool and why?Lost1nTheDream, Reddit commenter in r/dataengineering (self-described: SQL writer who has used Mode and Hex), Reddit comment, published Oct 16, 2025
  59. Comment on: Convo got me thinking: is there room for a new kind of dashboarding tool?Melodic-Ability-2269, Reddit commenter in r/analytics (self-described: Own use of a company Hex deployment), Reddit comment, published Aug 17, 2025
  60. Post: Convo got me thinking: is there room for a new kind of dashboarding tool?DataNerd760, Reddit commenter in r/analytics (self-described: Dashboarding tools tried with an executive), Reddit post, published Aug 16, 2025
  61. Comment on: Convo got me thinking: is there room for a new kind of dashboarding tool?renagade24, Reddit commenter in r/analytics (self-described: Data team serving end users with Hex), Reddit comment, published Aug 16, 2025
  62. Comment on: Why are BI tools getting worse?Like_My_Turkey_Cold, Reddit commenter in r/dataengineering, certified in Power BI and Tableau (self-described: Has used Power BI, Tableau, Looker, Metabase, and Hex), Reddit comment, published Aug 14, 2025
  63. Comment on: Async Queue - One of my favorite programming interview questionshobs, Hacker News commenter, hiring manager for data roles (self-described: Interviewing candidates for data roles), Hacker News comment, published Jul 7, 2025
  64. Building an LLM-Powered Analytics Slack Bot at TwitchEthan Brown, Director, Data & Applied Science at Amazon Web Services (Data and applied science team for Amazon IVS and Twitch Video, which runs its BI in Hex and feeds Hex project files to its own Slack bot), Conference talk, Data Council 2025 (AI Council), published Apr 22, 2025
  65. Engineering Earth's Largest Biological Data PipelineSaif Ur-Rehman, Data Engineering Lead at Basecamp Research (Basecamp Research's data platform, which moved its Neo4j and Postgres data into ClickHouse with Hex on top), Lightning talk, Data Council 2025 (AI Council), published Apr 22, 2025
  66. G2 review: Hex is awesomeReviewer on G2 in Telecommunications, Report builder at a mid-market telecommunications company (self-described: Mid-market telecommunications company (51 to 1,000 employees), reports for system design), G2 review, published Apr 10, 2025
  67. #03 Tally based Dashboards in Hex Data Notebook - Sales DashboardExcel Kida, Excel and Tally Prime tutorial creator (self-described: Solo tutorial series building MIS dashboards in Hex from Tally Prime ERP data synced to PostgreSQL (Supabase)), Video tutorial, YouTube, published Mar 25, 2025
  68. G2 review: Game changer for our company, but need some more "boring" featuresReviewer on G2 in Higher Education, Developer at a mid-market higher education organization (self-described: Mid-market higher education organization (51 to 1,000 employees), company dashboards and reports), G2 review, published Mar 13, 2025
  69. Product Hunt review of HexRiia Jarvenpaa, data science PhD researcher (self-described: Own exploratory analysis with Hex templates), Product Hunt review, published Feb 28, 2025
  70. Product Hunt review of HexJoshua Voydik, co-founder and CEO of Hero Stuff (self-described: Startup putting its data in one place), Product Hunt review, published Feb 24, 2025
  71. G2 review: Superb product to create and share analytic and data science projectsAdam W., Senior Data Analyst (G2 reviewer) (self-described: Mid-market company (51 to 1,000 employees), statistical analysis), G2 review, published Feb 19, 2025
  72. G2 review: Hex is a great tool that I use every day for work!Reviewer on G2 in Mental Health Care, Data analyst supporting the business side at a mid-market mental health care company (self-described: Mid-market mental health care company (51 to 1,000 employees), dashboards for business stakeholders), G2 review, published Feb 11, 2025
  73. G2 review: Thoughts on HEXReviewer on G2 in Computer Software, New Hex user at a mid-market software company (self-described: Mid-market software company (51 to 1,000 employees), business metrics), G2 review, published Feb 7, 2025
  74. G2 review: Hex for Data ScienceReviewer on G2 in Sporting Goods, Data scientist at a mid-market sporting goods company (self-described: Mid-market sporting goods company (51 to 1,000 employees), forecasting models), G2 review, published Feb 5, 2025
  75. G2 review: Hex - First Class Product for Data Visualization and CollaborationReviewer on G2 in Information Technology and Services, Developer of LLM applications at a small IT services company (self-described: Small IT services company (50 or fewer employees), team data science projects), G2 review, published Jan 30, 2025
  76. G2 review: Great for sharing and collaborating, a bit frustrating for power usersJeff D., Data Scientist (G2 reviewer) (self-described: Mid-market company (51 to 1,000 employees), team with mixed notebook experience), G2 review, published Jan 28, 2025

Jan 2025 to Oct 2026.

61 sources from practitioners, by month and sentiment.

The full readExplore all Hex Signals5 praise themes, 4 concerns, 5 points of agreement and 2 disagreements across all three groups, with all 76 sources open to inspect.

Where It Fits

Where does Hex belong in the stack?

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

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

Business area
Company-wide
Function
Knowledge Work
Operating stack
AI Knowledge Work
Primary role
AI Data Analysis Workspace
Hex beside the rest of its stackThe Stack Field, every product on every layer
FootprintHex across the AI Knowledge Work stack. Bar height is its role on each layer.

  1. Assist

    1. AI assistant: Touches

      AI assistant, touches. Hex's agents answer questions about warehouse data only. Its MCP server lets Claude, ChatGPT, Cursor, and Glean start and continue Threads. Those assistants handle general drafting and research.

  2. Find

    1. Web research: Touches

      Web research, touches. Hex queries company warehouses and uploaded files. A web research tool supplies cited answers from the public web.

    2. Enterprise search: Touches

      Enterprise search, touches. Workspace search and Threads find published apps and endorsed projects inside Hex. An enterprise search tool covers the company's other apps and documents.

  3. Create

    1. Documents: Touches

      Documents, touches. Markdown cells, presentation mode, and Generative Apps (beta) package an analysis for readers, and a Hex link pasted into Notion shows the app inline. Documents and wikis stay in their own tools.

    2. Meeting notes: Touches

      Meeting notes, touches. Hex records no meetings. Teams bring its results to meetings as published apps or presentations, and through scheduled email or Slack notifications.

  4. Analyze

    1. Data analysis: Core

      Data analysis, core. Hex runs SQL, Python, and no-code cells against Snowflake, BigQuery, Databricks, and 13 other databases. The Notebook Agent writes and edits that logic. Threads answers business questions from semantic models and endorsed data.

  5. Automate

    1. Automation: Supports

      Automation, supports. Scheduled runs and Tasks rerun projects and Threads. Conditional notifications report results, and Airflow, Dagster, or Prefect can trigger projects. Zapier or n8n handles multi-step automation across business apps.

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

  1. Data analysis & reporting

    CoreAnalyze

  2. Workflow automation & agents

    SupportsAutomate

  3. General AI assistant

    TouchesAssist

  4. Web research & cited answers

    TouchesFind

  5. Enterprise search & company knowledge

    TouchesFind

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

More on Hex

  1. GILD ReviewGILD's evaluation, with the buying facts
  2. Research2 pieces
  3. Guides4 guides
  4. Operator Insights2 operator accounts
  5. Where It FitsOn the AI Knowledge Work stack
  6. Related Products7 products