A million-row CSV becomes a database.
Drop the file. Athena creates a Database asset with typed columns, builds indexes, and runs statistics before you ask. Analytical queries went from 30 seconds to about 500 milliseconds after tuning.
Build · Applications · Computers
Governed machines your agents can build on
A Computer is an agent-operable machine with files, code, database, browser, and web server—snapshotted after every message, promotable to production.
Athena Intelligence uses ten agents on Computer assets to run website, CRM, FP&A, sales ops, and infrastructure—roughly half the business.
- Micro-VM isolation
- Snapshot after every message
- 24-hour undo window
- Computer mode controls who may use terminals and files (owner-only, team, or workspace)
- Promote to Application in one step
The problem
Agents need machines to do real work
An agent that can only talk cannot install a package, run a script, host a preview, or read a folder of 10,000 files. The moment real work starts, it needs a machine, and that machine needs the same governance as the person using it.
Most teams solve this with a laptop nobody audits or a cloud account nobody owns.
A computer for the agent. Governed like the rest of the platform.
How it works
Boot. Work. Snapshot. Promote.
Boot from an Environment. A template with startup commands (install packages, set variables), knowledge, resources, and a prewarmed sandbox. Your assets are mounted as a real folder tree the agent can traverse.
Work. Code, data, a database, a browser, a web server, all in one place. The agent uses APIs where they exist and a governed, recorded browser where they do not.
Snapshot. Automatically after every message. Roll back, or restore as a new computer. Twenty-four-hour undo window by default.
Promote. When the app is right, promote the Computer to an Application asset: immutable versions, staging URL, custom domain, SSO-group access.
People and agents
What people and agents each do
Apps. A full virtual machine per project with coding agents preinstalled. Describe an app, watch it get built, promote it to your people or your clients.
| Capability | People can | Agents can | Together |
|---|---|---|---|
| Apps | Describe it, review the preview and the code, promote it. | Write, test, and fix the code; ship new versions to staging. | Nothing reaches users until a person promotes it. Rollback is one click. |
Anything a person can do here, an agent can do with the same permissions, and both land in the same audit trail.
Use cases
What you can build on a Computer
Our website runs on one.
athenaintel.com is built, hosted, and maintained by an agent on a Computer asset, then promoted as an Application. Copy, images, and code change by describing the change.
Legacy systems with no API.
A governed browser session with your credentials, recorded and attributable. Entra admin consoles, a legacy system via SFTP, a GovCloud tool where integrations are prohibited. Slower than an API call, and we never describe it as bypassing a control.
Data-science tooling without a second vendor.
Notebooks with isolated compute and per-user volumes on billion-row data. Ephemeral Postgres (up to 1 TB), spun up and down on demand.
Agents debugging the cluster they run in.
Kubernetes monitoring and remediation inside a customer's own cluster. Pods, Kafka, S3 errors inspected; a pull request proposed. Right-sizing took one service from 46 GB to 3 to 5 GB.
What customers say
“Digital worker, it gets spun up, it gets given access to the toolkits that it needs. It gets given access to the data that it needs. Just exists for the period it needs to exist to perform the task. And then it gets torn back down again afterwards.”
“I finally got a chance to play around with the computer asset and build out the chatbot you mentioned. It was really impressive.”
“So it's a full blown running Linux instance with all the bells and whistles that come with that.”
“It just feels better knowing I have a full copy locally”
“It's good to understand the capability of the platform. That how far, and how quickly you guys can get these things going [...] that has been impressive overall.”
“Lets us get a lot more out of our data than [...] We can sit on top of all of the data in [our data warehouse] as opposed to just, like, our little ingested, you know, three gigabytes semantic models. I think we have a lot of power here.”
“Gave Athena the spreadsheet, explained which column I was trying to figure out, and then ten secs it told me... exactly how the calculation was based on the other data.”
“He wrote the entire stuff. By itself. And I was there, and I was thinking, alright. If I had to write all this stuff, I mean, I would've spent days, days, days.”
“I send that to the programmer and he said, alright. I read your file. I copied the section of the code because he has the right interface, and it works. Wow. Just like magic.”
“One workspace. All different, let's say, avatars of their output data. Right? Suddenly, it's dashboard. Excel is here. PowerPoint is when it's all together. It's very impressive.”
Verbatim from customer calls. Customers anonymized.
Governance
Governance, stated plainly
Micro-VM isolation with warm pools; live resizing; shared storage.
Snapshots after every message; 24-hour undo; restore as a new computer.
Computer mode limits who may create computers, open terminals, or touch files; set to owner-only, team, or workspace.
Hard budgets per run. Approval gates on destructive actions.
What to plan for
A computer is a computer. Set a budget and an approval gate before the agent runs anything destructive. Both are one setting each.
FAQ
What is a Computer?
An isolated workspace where agents and builders create and test software safely.
Is it safe to let an agent build?
Yes. It is sandboxed, reaches only what you connect, and every action is logged.
How does it become something people use?
Promote it to an Application when it is ready.
One platform underneath
AGS · Athena Governance System
Records every change by a person or an agent, rolls back one contributor's edits without losing anyone else's, and keeps the model, instructions, and sources behind each agent action.
Palladium · deployment
How the platform is deployed: Athena's managed cloud, your cloud on AWS, GCP, or Azure, on-prem, air-gapped, or GovCloud. Same platform in every option.
How it fits together
Build, Work, and Data on top; 150+ connectors and every surface in and out; one map of the whole platform.
The rest of the platform
Related products and stories
Give the agent a machine this week.
Bring a folder of files nobody can query, or the app three people have been asking for. We will build it with you on a Computer and show you the undo button.