Company profile
CloudCruise, the company
CloudCruise is a Y Combinator (Winter 2024) San Francisco startup building a developer platform for browser agents. You design a web workflow once, trigger it through an API, and it runs inside a managed Google Chrome environment that self-heals when selectors break. Here is the honest profile, plus the one thing the funding databases leave out: what happens when the workflow you need to automate does not live in a browser at all.
Direct answer · verified June 15, 2026
CloudCruise is a developer platform for browser agents, founded in 2024 by Adrian Ziegler and Felix Eckert and incubated in Y Combinator's W24 batch. You build a browser workflow once, then trigger it via API; runs happen in a managed Chrome environment, and a maintenance agent repairs broken selectors. The company raised a $0M seed round in 2026 and focuses on healthcare payer-portal and EHR automation. Source: ycombinator.com/companies/cloudcruise.
CloudCruise at a glance
- What it is
- Developer platform for browser agents
- Founded
- 2024 (Y Combinator W24 batch)
- Headquarters
- San Francisco
- Founders
- Adrian Ziegler and Felix Eckert
- Funding
- $5M seed (2026), after a YC W24 pre-seed
- Backers
- Floating Point, Meridian Street Capital, Twine Ventures, Refract Ventures; angels Zachary Lipton (CTO, Abridge) and David Singleton (former CTO, Stripe)
- Focus
- Healthcare automation: payer-portal and EHR workflows on managed infrastructure
- Website
- cloudcruise.com
Funding and headcount move fast at an early-stage company. Treat the figures above as a snapshot from mid-2026 and confirm the current numbers on cloudcruise.com or a funding database before you quote them.
How a CloudCruise automation actually runs
The shape of the product is developer-first. Instead of clicking around a low-code canvas, you define a workflow once and call it like any other endpoint. The actual execution is the part worth understanding, because it is also where the boundary lives: every step happens inside a real, managed Chrome session.
Design once, trigger via API, run in managed Chrome
This is a clean design for web work. It is fast to call, it scales on managed infrastructure, and the maintenance agent takes real maintenance pain off your plate. The unavoidable consequence is the third actor: a Chrome session. A CloudCruise agent can only see and act on what a browser renders.
The boundary every profile page skips
PitchBook, Tracxn, Crunchbase, and the YC page will all tell you the same things: browser agents, design once, trigger via API, $5M seed, healthcare. None of them tells you the one architectural fact that decides whether the tool fits your stack: it runs in a browser, so it reaches what is in a browser tab and nothing else.
That matters most in exactly the verticals CloudCruise targets. Plenty of healthcare and back-office work lives in native Windows thick clients, not web pages: the SAP GUI client, Epic Hyperspace, Cerner, eClinicalWorks, banking cores like Jack Henry and Fiserv, and mainframe green-screens published over Citrix. A browser agent cannot open those, because they never render as a website.
CloudCruise has, to its credit, documented the limits of live AI agents in public.
On May 19, 2026 the company published a blog post, "Compounding Errors in AI Computer Use", arguing that per-step error rates multiply across a long workflow, so a runtime that asks an LLM to decide each step live degrades fast on multi-screen healthcare flows. That is an honest point, and it is the reasoning behind their graph-first approach. It also generalizes: the harder the surface (legacy, multi-screen, no API), the more an automation needs a deterministic read of the interface rather than a fresh guess each step.
That is the whole reason a second category of tool exists. Where the workflow lives outside the browser, you need to read the interface at the operating-system level. Windows exposes an accessibility tree (the same interface screen readers use) for native apps. Reading and driving an app through that tree is how you reach a thick client with no API, and it is the line Mediar is built on.
Browser agent vs desktop accessibility agent
This is not a takedown. The two approaches are good at different things, and the right answer is usually decided by one question: does your workflow live in a browser tab, or in a native window?
Reach, by where the work happens
| Feature | CloudCruise | Mediar |
|---|---|---|
| Where the automation actually runs | A managed Google Chrome browser environment | Windows desktop, via OS accessibility APIs (the layer screen readers use) |
| Browser and modern SaaS apps | Yes, this is the core focus | Yes, plus everything on the desktop |
| SAP GUI thick client, mainframe green-screens | No, these never render in a browser tab | Yes, read and written directly through the accessibility tree |
| Epic Hyperspace, Cerner, eClinicalWorks desktop / Citrix | Only the web portals, not the published thick client | Yes, including Citrix-published desktop apps |
| When the interface changes | A maintenance agent detects and repairs broken selectors | No selectors or pixel matchers to break; reads labels from the accessibility tree and adapts when layout shifts |
| How you build a workflow | Design once in code, trigger via API (developer-first) | Watch the workflow once, then run it; no-code web app plus the open-source Terminator SDK |
If every workflow you need to automate already lives in a browser tab and you want a developer-first API to call, CloudCruise is purpose-built for exactly that, and their healthcare portal focus runs deep. Mediar's edge is the desktop layer: thick clients, green-screens, and Citrix-published apps that a browser agent cannot see.
Where Mediar fits in the same conversation
Mediar replaces enterprise RPA (UiPath, Automation Anywhere, Power Automate) with AI agents that watch a workflow once and then execute it through Windows accessibility APIs. There are no brittle pixel matchers or selectors, so automations self-heal when interface labels or layouts change. It is roughly 20% of UiPath's cost and reaches production in days instead of months, and there is an open-source SDK, Terminator, for teams that want to extend it.
Concretely, we moved an LG-customer F&B chain off UiPath onto Mediar and their CFO told the board they are now saving 70% on costs. At one mid-market insurance carrier, claims intake went from 30 minutes per claim to 2 minutes, which is roughly $750K a year in their AP-team headcount math. None of that runs in a browser; it runs in SAP and in claims desktops, which is precisely the layer a browser agent cannot reach.
Workflow stuck in a thick client, not a browser tab?
Book a call and we will tell you honestly whether a browser agent can reach it, or whether you need the desktop accessibility layer.
CloudCruise: common questions
What does the company CloudCruise do?
CloudCruise builds a developer platform for browser agents. You design a browser workflow once (clicks, form fills, data extraction), then trigger it through an API. The runs happen inside a managed Google Chrome environment, and a maintenance agent repairs selectors when a target site changes. The company leans heavily into healthcare, automating payer-portal and EHR workflows.
Who founded CloudCruise and when?
CloudCruise was founded by Adrian Ziegler and Felix Eckert and went through Y Combinator's Winter 2024 batch. Its YC profile lists San Francisco and a team of around five.
How much funding has CloudCruise raised?
After an initial YC W24 pre-seed, CloudCruise announced a $5M seed round in 2026, backed by Floating Point, Meridian Street Capital, Twine Ventures, Refract Ventures, and angels including Zachary Lipton (CTO of Abridge) and David Singleton (former CTO of Stripe). Always check the latest figures on their site or a funding database before quoting them.
Is CloudCruise the same kind of tool as Mediar?
They overlap on intent (automate repetitive workflows) but differ on where the work happens. CloudCruise runs browser agents inside Chrome, so it shines on web and SaaS workflows. Mediar runs on the Windows desktop through OS accessibility APIs, so it reaches thick-client systems that never render in a browser: SAP GUI, mainframe terminals, banking cores like Jack Henry and Fiserv, and desktop EHR clients.
Can CloudCruise automate SAP GUI or a desktop EHR like Epic Hyperspace?
Only the parts exposed as web pages. A browser agent operates on what a browser renders. The SAP GUI thick client, Epic Hyperspace, Cerner, and Citrix-published desktop apps are native windows, not browser tabs, so a browser-only agent cannot see or act on them. That is the boundary Mediar's accessibility-API approach is built for.
Does CloudCruise itself acknowledge limits of live AI agents?
Yes. On May 19, 2026 the company published a blog post titled "Compounding Errors in AI Computer Use" arguing that per-step error rates multiply across long workflows, which makes asking an LLM to decide each step at runtime impractical for multi-screen healthcare flows. It is the public reasoning behind their graph-first approach, and it is a rare case of a vendor documenting where live computer-use agents break down.
Keep reading
Why legacy desktop apps with no API are a moat
The systems that have no public API are exactly the ones browser agents cannot touch. That gap is the whole reason accessibility-API automation exists.
Where RPA stalls on legacy apps
The recurring failure pattern across UiPath, Power Automate, and Blue Prism when the workflow lives in a thick client.
Accessibility tree vs pixels: the RPA input layer
Why reading what an app exposes beats matching what it draws, and what that means for self-healing automation.
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