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and

Context management

for the agentic era.

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Trusted by leading data companies

"Our vision for Notion’s data team is that anyone, regardless of technical proficiency, is comfortable using data to answer their own questions – and Hex enables that."

Aks NemanaData Scientist & Abhishek Modi, AI Software Engineer

"We like to embed Hex dashboards where teams work."

Ian MacomberHead of Data and Analytics Engineering

"With Hex’s Notebook Agent, I never have to build another chart again? What a dream come true."

Rie McGiwerAI Insights Researcher and Molly Jane Nicholas, Senior Researcher

"Hex has helped us empower business analysts to explore and dig into data on their own"

Meghana ReddyHead of Data at Stubhub

"Hex’s Notebook Agent’s ability to build reports increases our operational speed — days into hours, which for our business, is millions of dollars."

Dhaval PatelAccount Lead

"Hex’s Slack integration unlocked silos of data, in governed ways, increasing trusted answers and insights."

Brandon RochonVP of Data & Analytics and David Adair, Group Product Manager for Cards and Lending

"Hex’s Context Studio and Evals give us the visibility needed to manage our context at scale."

Jordan FarrerDirector of Data Science & Analytics

A different approach to Analytics and BI

BI tools, chat apps, and vibe-coding only give you inconsistent answers and poor user experience. Hex is built with a full suite of tools to unlock your team's curiosity while maintaining trust and governance.

Ask a question, get a trusted answer

Explore self-serve insights

LangChain — Nithin Bose. VP of Customer Engineering

Chat with the Hex Agent

Get me NexaCorp's Q3 sales by product line

I'll help you analyze NexaCorp's revenue by product line. I'll pull data from Q1-Q3 so you can compare trends over the last few quarters and see how Q3 fits into the broader pattern.

Thought for 23 seconds

NexaCorp revenue trends by product line

Here's what I found in the "nexacorp_sales" tables (powered by the Galactic Sales semantic model):

Teleportation pads — $42.3M
Quantum drives — $38.7M
Wormhole initiators — $33.1M
Dark matter lasers — $28.6M
Temporal stabilizers — $21.8M
Anti-gravity generators — $11.2M

Revenue by Product Line Over Time (Q1-Q3)

Explore

Account Revenue vs Growth (Q3)

Explore

I also created a chart showing revenue vs growth. Let me know if you'd like to break this down by region or customer sector.

Can you break this out by region too? I want to see how each product line performed across the Core Worlds, Mid-Rim, and Outer Rim.

I'll help you analyze NexaCorp's Q3 revenue by product line and region. Let me search for the most relevant data source.

Thought for 11 seconds

I found regional revenue data in the endorsed semantic model "NexaCorp: Galactic Sales Model." This model contains standardized region definitions (Core Worlds, Mid-Rim, Outer Rim) and pre-calculated revenue metrics, which is the best source for your question.

Let me create a grouped bar chart so you can compare regions within each product line:

Galactic Revenue Distribution by Product Line (Q3)

Explore

Teleportation pads

Quantum drives

Wormhole initiators

Dark matter lasers

Temporal stabilizers

Anti-gravity generators

20%

40%

60%

80%

100%

Quick insight: Core Worlds lead revenue for Teleportation pads and Quantum drives, while Wormhole initiators see a stronger mix from the Outer Rim.

NexaCorp Galactic Warehouse

Get me NexaCorp’s Q3 sales by product line

Thought for 27s

HexSearch projects

NexaCorp Q3 sales by product line

Here’s what I found in the “nexacorp_sales” tables:

Teleportation field extenders — $42.3M
Quantum drives — $38.7M
Wormhole initiators — $33.1M

Slack

Julia

4 min ago

@Hex get me NexaCorp's Q3 sales by product line

3 replies

Hex

4 min ago

Your question was sent to Hex! The answer will be posted here, but you can also follow along in Hex.

View in Hex

NexaCorp Q3 revenue trends by product line

Here's what I found in the “nexacorp_sales” tables (powered by the Galactic Sales semantic model):

Teleportation pads — $42.3M
Quantum drives — $38.7M
Wormhole initiators — $33.1M
Dark matter lasers — $28.6M
Temporal stabilizers — $21.8M
Anti-gravity generators — $11.2M

Revenue Trends by Product Line (Q1-Q3) (56 kB)

Let me know if you'd like to break this down by region or customer sector.

Terminal demo: type a command and press Enter.

Ground every answer in your organization’s context

Explore the Context Engine

Compounding context

Share insights with generative dashboards and data apps

Explore AI app building

Figma — Molly Jane Nicholas. Senior Researcher

Market explorer map of 24,806 prospective US accounts as clustered dots

NexaCorp subscription revenue line chart at $550k, down 8.4% from April to September

NexaCorp Q4 pricing forecast of $428k projected revenue with a dashed line after today

NexaCorp customer portfolio table of 283 accounts with ARR and usage change

See what people are asking, and whether the answers are right

Explore the Context Studio

Chime — Jordan Farrer. Director of Data Science & Analytics

Evals

Grade

Prompt

Attempts

Rubrics

Average time

Total credits

Passed

How much ARR do we have from currently active customers?

1/1

56s

8.6

Rubric	Attempt 1 Passed
Numeric target: SQL ground truth Numeric value	Reported: 26683729 Expected: 26683729 (SQL result)
Did the agent source ARR from dim_customers.total_arr (the canonical point-in-time ARR source) joined to dim_accounts for the account status - rather than deriving ARR from opportunity amounts, targets, or any other table? Thread judge	The agent returned $26,683,729 using dim_customers.total_arr joined to dim_accounts and filtered on account_status = 'Active'.
Did the agent apply the correct definition of "active" - the account lifecycle status flag (dim_accounts.account_status = 'Active') - rather than a product-usage, login-based, or invented definition? Thread judge	The agent summed dim_customers.total_arr for records joined to accounts where dim_accounts.account_status = 'Active', returning $26,683,729.
	52s agent 4.6s judge 8.6 credits

Passed

Which features are included in the NexaCorp Enterprise launch?

3/3

41.8s

9.2

Failed

What migration discounts are available for existing NexaCorp customers?

1/3

38.6s

7.4

Failed

Which connectors are generally available on launch day?

2/3

33.2s

7.0

Passed

Summarize the Q3 Enterprise messaging for Sales

3/3

47.9s

9.5

Agent observability

Observability

Overview

Management

Suggestions

Endorsements

Guides

Models

Connections

All roles

Admin

Editor

Explorer

All users

Kira Vance

Marcus Sol

Vega Chen

Orion Reyes

Nova Okafor

Cass Meridian

All topics

Revenue by Product Line

Sales Breakdown

Sector Analysis

Quarterly Trends

Product Comparisons

Sector Revenue

All warnings

User doubt

Missing context

All sources

Hex

Slack

MCP

CLI

Last 7 days

Last 30 days

Last 60 days

Custom range

Agent conversations

461

Unique users

Warnings

Conversation volume

500

400

300

200

100

9/19

9/20

9/21

9/22

9/23

9/24

DATE	AGENT	PROMPT	TOPIC	WARNINGS	SOURCE	USER	ROLE
44 min ago	Notebook	How did revenue change across the Outer Rim compared to last quarter?	Revenue by Product Line		Hex	Luc Patton	Admin
1 hr ago	Threads	Which product lines saw the strongest Research-sector demand?	Sales Breakdown	User doubt	Slack	Eels Gulsen	Editor
2 hrs ago	Modeling	Help me define measures and dimensions for the Core Worlds semantic model.	Sector Analysis		MCP	Andrei Leesom	Explorer
3 hrs ago	Threads	Give me a breakdown of negative customer feedback in the Outer Rim this month.	Sector Revenue	Missing context	CLI	Andrei Leesom	Explorer
3 hrs ago	Threads	What are this quarter's top customer pain points in the Outer Rim?	Quarterly Trends		Hex	Andrei Leesom	Explorer

Work with any data, any AI model, and any context, so you aren’t locked in

Your AI bill is getting big – but you don’t know who is spending how much on what things, and whether they’re actually valuable.

Hex helps you get control of this:

Model choice, including open source models
Thread-level observability into token spend, so you can see who is spending what on which projects
Eval sweeps that let you dial in the price / quality frontier across models

Explore how Hex keeps you flexible

Control without compromise

Secure your data, with enterprise-grade permissions and trust

Hex is built so organizations can open up access without giving up control.

Bring AI and data work onto a platform backed by enterprise-grade security, governance, organization controls, and visibility into how your data is being used.

The infrastructure stays rigorous so the people using it don’t have to think about it.

Explore Trust Center

"If we didn’t have Hex, we might’ve left more than $100M on the table. That might even be an underestimate."

Dhaval P.

Account Lead

"AI can do almost everything for you in Hex. I use it to scaffold entire apps and help me debug SQL queries. It makes me 10x faster."

Tom C.

Principal Engineer

Use casesGet the most out of Hex

Migrate from traditional BI to modern AI-powered self-serve

Move beyond static dashboards and give teams trusted, AI-powered access to the data they need while keeping your data team in control of the foundation.

Build a Context Layer for AI on data

Bring business logic, definitions, models, and institutional knowledge together so agents can reason from shared, trusted context and improve as that context grows.

Make chat apps work with data

Let teams work from Claude, Codex, Cursor, or wherever they’re most productive while Hex provides a consistent layer of trusted data and organizational context underneath.

Loved by the
best data teams

Hex helps companies of all sizes do more with their data.

One place for insights

Notion made Hex the one place for everyone, from data science to CX and sales, to make decisions with data.

Scaling self-serve AI analytics

Mercor democratizes analysis across their org with Notebook Agent.

Lowering barriers to insight

Figma's team focuses on strategy over syntax using Hex's AI agents.

Breaking data silos

Neo drives insights right where they work using Threads and Slack integration.

Three G2 badges received by Hex for High Performer, Best Support, and Momentum Leader.

Users love Hex

Rated on G2 as an industry leader based on customer reviews. Check them out

"Our vision for Notion's data team is that anyone, regardless of technical proficiency, is comfortable using data to answer their own questions — and Hex enables that.”

Abhishek Modi Software Engineer at Notion

Instant integration with the whole stack

Out-of-the-box connections and flexible APIs make setup a breeze.

Built for the warehouse

Hex has built-in connections to the most popular data warehouses, lakehouses, and databases. It’s easy to set up data connections, and securely share them with your team.

Learn more

dbt

dbt metadata, docs, & metrics

Hex has a deep integration with dbt, including automatically enriching schemas with dbt docs.

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Snowflake

BigQuery

Databricks

Connect to your warehouse with oAuth

Leverage the permissions set up in your data warehouse, by authenticating with oAuth

Learn more

GitHub

GitLab

Git it together

Export your projects to GitHub or GitLab to create an audit trail.

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Airflow

Dagster

Prefect

Orchestration

You can include Hex projects in DAGs in Airflow, Dagster, or Prefect.

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Hex API

Want to connect to something we haven't thought of? Use our powerful public API to write your own integrations.

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Getting started is easy.

Connect Hex to your data warehouse and do more with it immediately.

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Check out all of our plans to fit your team or organization.

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FAQ

What is Hex?

Hex is the AI Analytics Platform where trust meets insight: a single, connected workspace where data practitioners run deep analysis, business users ask questions in plain language, and everyone collaborates on the same data. A shared context engine ensures every AI-generated insight is accurate and consistent.

Who uses Hex?

Hex allows anyone to get answers from data with AI. Whether you’re a member of the data team running code-based experiments or a business user looking to self-serve a one-off question, Hex provides tailored AI-workflows for you to find answers from data, faster.

Why do data teams switch to Hex?

Data teams switch to Hex because it gives them one connected, AI-native workspace for everything they do with data. Deep analysis, one-off questions, and critical business dashboards all happen on the same trusted context. Instead of juggling separate notebooks, BI tools, and ad-hoc Slack requests, Hex brings data work & AI together in one place.

Can business users access data without knowing SQL or Python?

Yes. Hex lets anyone ask questions in plain language in Hex, Slack, or via MCP and get AI-generated analysis backed by your actual data, metrics, and business rules. No SQL, no Python, no ticket to the data team. And when a question needs deeper investigation, a data practitioner can jump directly into the same workflow without switching context.

How does Hex ensure AI answers are accurate and trustworthy?

Hex's context engine combines database descriptions, semantic models, business rules, and analytical logic into one curated layer that powers every AI answer. Data teams can observe what’s being asked, catch inconsistencies, and continuously improve context over time. The result: business users get answers they can act on, and data teams maintain visibility and control over every insight.

How is Hex different from just using ChatGPT, Claude, Codex, or any other AI assistant?

ChatGPT, Claude, Codex, and other AI assistants can generate answers. Hex helps teams build more trustworthy, repeatable AI-powered analysis by grounding it in the organization's data, business context, and definitions. Context Studio makes it easier to inspect and improve that context, while built-in evals let teams test changes before production and measure their impact on agent accuracy.

How is Hex different than point solution analytics tools?

Hex enables you to bring all your business’s critical data context into one workspace. Solution-specific analytics platforms exacerbate tool sprawl and siloed workflows between teams, while creating governance gaps leading to poor decisions and thrash.

Can't find your answer here? Get in touch.

Trusted by leading data companies

A different approach to Analytics and BI

Ask a question, get a trusted answer

NexaCorp revenue trends by product line

NexaCorp Q3 revenue trends by product line

Ground every answer in your organization’s context

Share insights with generative dashboards and data apps

See what people are asking, and whether the answers are right

Work with any data, any AI model, and any context, so you aren’t locked in

Secure your data, with enterprise-grade permissions and trust

Use casesGet the most out of Hex

Migrate from traditional BI to modern AI-powered self-serve

Build a Context Layer for AI on data

Make chat apps work with data

Loved by thebest data teams

One place for insights

Scaling self-serve AI analytics

Lowering barriers to insight

Breaking data silos

Users love Hex

Instant integration with the whole stack

Built for the warehouse

dbt metadata, docs, & metrics

Connect to your warehouse with oAuth

Git it together

Orchestration

Hex API

Getting started is easy.

FAQ

Loved by the
best data teams