Accuracy that improves with every answer
Skip the months-long modeling project. Hex's Context Studio activates your company’s knowledge and learns from every interaction, so each answer is better than the last.
The fastest way to sharpen agents on your data
Unified context
Activate the context you already have, in dbt, git repos, docs, and build on top of it from anywhere.
Observable everywhere
Track and audit any answer no matter where it was asked: Hex, Slack, MCP, CLI.
Improves with use
Hex learns from every interaction, sharpening context and improving accuracy on the fly.
AI-powered assistance directly into your Hex projects. Write and edit code, ask questions, and get answers all in one place.
Ask natural language questions and get AI-powered insights based on semantic models and warehouse tables
Write and edit semantic resources using natural language. Describe the model you want and let the agent generate or update it.
Chat with App enables users to ask natural language questions and get AI-powered insights from published apps.
Interact directly with Hex from your terminal. Get projects, create cells, and manage users from the command line.
Unified context
Hex connects your definitions, docs, and models into a shared understanding of your business. Jumpstart with context that already exists, then build on it without getting locked in.
Activate existing logic
Markdown, code, table metadata. Hex makes sense of context however it exists, so you can improve accuracy without modeling every dimension, measure, and join first.
Build from anywhere
Add logic and definitions on your terms: in Hex, in dbt, in the warehouse. Hex stays in lockstep with it all, so context remains yours — versioned, portable, and free to move.
Observable everywhere
Your team asks data questions everywhere now: Hex, Slack, Claude, Cursor. Hex gives you one view of every question, every answer, and every step the agent took to get there.
Trends surfaced automatically
Track agent adoption across all of Hex surfaces. See question domains that are growing, trending, or newly emerging with Topics.
The agent suggests improvements
Warnings surface agent confusion, missing context, or user doubt. The Review Agent tells you exactly what to fix.
| 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 |
Improves with use
Hex learns from every question asked and every answer published, so you’re always ahead of drifting business logic and emerging domains.
Fixes find you
The Review Agent analyzes every interaction to identify context gaps and surface the highest-leverage improvements.
Every change, evaluated
Improve context with evidence, not instinct. Test changes with evals, ship what passes and catch what breaks.
Your work is context
Every app and dashboard published feeds the agent. Logic, definitions, queries: all compound for the next question.
“Context Studio gives us the confidence to roll out agents on our data. It's something I check every day — seeing context gaps and suggested improvements surfaced automatically provides a practical way for us to bring trusted AI self-service to the business.”
“Context Studio gives us the confidence to roll out agents on our data. It's something I check every day — seeing context gaps and suggested improvements surfaced automatically provides a practical way for us to bring trusted AI self-service to the business.”
Build and manage context on your terms
Context curation in Hex is intentionally flexible, so it can adapt to the way your team already works.
Pull knowledge from your tools
Connect context from Notion, Linear, and any MCP server. Hex reads across tickets, docs, and planning notes, so answers reflect what your team knows, not just what the data shows.
Manage context from the terminal
Use the Hex CLI to sync context from Git repositories, pull agent suggestions into pull requests, run evals before shipping improvements, and more.
Bring your semantic models
Sync semantic models from dbt MetricFlow, Cube, or Snowflake Semantic Views. Your definitions stay versioned in your stack, while Hex stays in lockstep.
Model only what you need
When you want to go off-road, use the Hex notebook for flexible and agile exploratory data analysis. No need to crank out code for single-use logic in an overly restrictive semantic layer.
“Development and deployment is so speedy. Seeing my semantic model changes immediately rendered in Hex was a joy.”
Peter R.
Data Engineer at Notion
“Hex made setting up a connection to MetricFlow a breeze! The intuitive click-and-drag UI empowers our stakeholders to perform self-serve analysis.”
Mercedes W.
Data Scientist at Weights & Biases
Bring speed & trust together in Hex
Get in touch with us to see a demo or find out which plan is right for you.