Governed browser sessions for legacy consoles, vendor portals, and systems where integration is prohibited—plus multi-provider research with citations on every claim.
100+ daily browser sessions for regulatory monitoring at an AmLaw 100 firm.
The legacy system that runs the warehouse. The admin console for identity. The regulator's filing portal. The vendor site with the price list. None of them have an integration, and none of them are going to get one.
Meanwhile "research" in most AI tools means a single search provider and a vibe. "Based on my sources" is not a citation.
Reach the systems without APIs. Cite everything you find.
Search. Multi-provider web search, multi-hop agentic research, token-efficient retrieval. Every claim carries a link and an excerpt.
Browse. A governed browser session with your credentials, or an account the agent owns. Actions recorded; each session attributable to the user it acts for.
Recover. Pages change. Sessions self-heal on small changes and pause for a human on large ones. The agent heals and continues, rather than failing and stopping.
Cite. Research outputs land in a sheet, doc, or deck with a citation on every claim, including citations that point to specific regions of charts and scans.
Agency blogs and court sources checked three times daily across 100+ browser sessions; a digest with the source document, retrieval time, and a short explanation for review. Monitoring is not a substitute for official service or deadline controls.
An AmLaw 100 firm's marketing team, the biggest internal user of the platform, built a market map from hourly pulls across market, legal, and financial data providers. Every entry cited.
A legacy system over SFTP. An Entra admin console operated through the browser. A GovCloud tool where integrations are prohibited. Slower than an API call, and never described as bypassing a control.
After an agent generated a connector, five browser sessions were spun up with credentials to create a real account and test as a customer would. The agent went in as a real customer.
An agent can create and authenticate its own account, including 2FA re-authentication, so it does not borrow a human's identity. Attributable to the agent and the user who delegated.
Text a photo of a job site. The agent reads the drawing, looks up live prices and links, and writes an Excel bill of materials with a citation on each price. About seven minutes.
“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.”
“Use the Athena platform probably closer to the concept and how it was designed, like, with the spaces architecture where you've got a set of primitives and capabilities, and you bring together the right set of capabilities to solve a task.”
“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 like that direction, that concept of the agent is the agent. It becomes an entity in its own right with its own ownership and its own missioning, and you get rid of the gray area and the blurry lines.”
“It was PowerPoint... there was no kind of distinction between the two. So that was killer. And I literally had a meeting on it today, and people said how great it was.”
Verbatim from customer calls. Customers anonymized.
Browser sessions run with your credentials or an agent-owned account; every action recorded and attributed to the acting user or agent.
Sessions respect the user's permissions in the target system; the agent cannot see more than its user.
Research outputs carry citations with excerpts; image-region citations for visuals.
Runs inside your boundary with the rest of the platform.
Browser work is slower than an API and depends on the page staying roughly the same. Self-healing covers small changes; large ones stop for a human. We do not describe browser work as bypassing any control, because it does not.
A governed browser agents use to research the web and work in applications that have no API.
Yes. Sessions are recorded and findings link to their sources.
When an API is not available or not allowed.
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.
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.
Build, Work, and Data on top; 150+ connectors and every surface in and out; one map of the whole platform.
We will operate it through the browser, with your credentials, recorded.