AI has made it easy for everyone to work with data, but it’s causing a lot of chaos.
People are downloading spreadsheets, screenshotting chat threads, building random HTML dashboards, and sending them around with no governance, permissions, or observability.
That leaves data teams with a tough call: let everyone use AI with their data (and sacrifice trust), or trust the answers (and people will probably work around you and use AI, anyway).
Hex 4.0 breaks that tradeoff. We’re introducing an all-new version of Hex, rebuilt from the ground up around code. With 4.0:
- It’s easier than ever to ask questions and build things with data, from Hex or external agents
- It’s finally possible to review and trust agent-generated analytics code
- Apps run way faster, thanks to an all-new execution engine
Read more about the vision behind 4.0, or join us for the Hex 4.0 live tour to see it in action.
🧱 Hex projects are fully code-defined
Every Hex 4.0 project is built on a code framework designed for data work. That gives the Hex Agent more flexibility to build what you need, whether that’s a chart, a dashboard, or a more custom interactive app.
Being code-defined also lets us simplify the agent’s harness and tooling, so it can build apps more efficiently.
That’s what makes everything else in 4.0 possible. Agents are great at writing and understanding code, and projects built from it can be diffed, versioned, and reviewed by default.
🔌 Build from anywhere
Because projects are entirely made of code, any agent can see and edit their full contents. Ask Claude, Codex, or Cursor to build a data app and push it into Hex. It becomes a governed, shareable project with live data connections, real permissions, and usage logs.
You can also pull an existing Hex app into your agent of choice and keep working on it there. There’s nothing proprietary to lock you in, it’s all just code.
🔎 Observability across your agents
Whether your team is asking data questions from ChatGPT, Slack, Claude, or Hex itself, you can now see every interaction in one place.
Context Studio includes external agent interactions alongside activity in Hex, giving you a full view of where and how your team is working with data.
🕵️ A new UI, built for reviewing and understanding
As agents build more with data, you need an easy way to check their work. The new project UI assumes agents write most of the code, so it’s built for reviewing and understanding what they built.
Click any number or chart in an app and choose Inspect to see the logic behind it, which resources it used (like a semantic model), and how it connects to the rest of the analysis. From there, open the code to see the full DAG in a logical layout, or make a quick cell edit without leaving the inspect view.
This comes in especially handy when someone sends you a vibe-coded app to review. If weekly active users are higher than in your latest deck, inspect the metric to see if it counts logins while the deck counts completed actions.
⚡ Ridiculously fast execution engine
Whether you’re building an app, checking its logic, or exploring the results, the experience should feel fast and delightful. We replaced the old Python kernels with an all-new execution engine and compute architecture. Apps load and respond dramatically faster.
Here’s how load times changed for a few of our internal dashboards, comparing the same apps in Hex 3.0 and Hex 4.0.

You’ll especially feel the difference in big, interactive apps with lots of filters and drill-downs. When you make a change, Hex reruns only the cells that depend on it and reuses cached results for everything else.
🚀 What to expect in the public beta
The public beta is available to all customers on a Hex contract. On a self-serve plan? Email beta@hex.tech to turn it on.

- Editors, Managers and Admins can create a 4.0 project using the + button on the home page.
- The current version of Hex remains the default and isn’t going away. Your existing projects will keep working, and nothing will be migrated automatically.
- Want to upgrade an existing project? Create a new 4.0 project, then give the agent a link to your existing project and ask it to convert it.
- Some features you may be familiar with aren’t available in 4.0 yet. During the beta, please test it, run evals, and share your feedback!
We can’t wait to see what you build!






