UBIO makes the
web AI‑operable.

AI systems can reason over the web but cannot reliably act on it. UBIO is the execution layer that operates between the worlds of AI and enterprise applications and the live websites they need to reach.

Our A3 platform extracts live information, navigates workflows, and completes real transactions on ordinary sites that are not designed for APIs or machine access. At scale, at speed and with complete reliability.

Hotel Universe is our flagship vertical product: live hotel rates, availability, content, and booking workflows delivered to global travel and technology businesses — proof of what A3 can do in production at commercial scale.

API. MCP. AI-operable.
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A3
Execution layer
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AI & enterprise
The live web
Live now
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— The problem

AI systems need to act on the web, but the web was never built for that.

The AI ecosystem has moved fast. Reasoning, planning, generating all work. What does not work reliably is the last critical step for many businesses: reaching live websites, reading current information, completing a booking, extracting a price, submitting a form, or confirming an order on a site that has no API and no plan to build one.

The consumer web is vast, dynamic, and fragmented. A small portion of it exposes clean partner APIs or MCP interfaces. The rest — most of it — was designed for a human with a browser. AI systems trying to act on that portion either cannot reach it at all, or reach it in ways that are slow, expensive, and brittle: re-reasoning over every page on every call, at inference cost, breaking every time a site updates its layout.

This is the execution gap that UBIO closes.

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Exposes an API or MCP Built for a human with a browser
— The execution layer

UBIO connects AI and enterprise applications to the live web.

UBIO turns ordinary websites into reliable, structured sources of information and executable workflows. Not by waiting for those sites to build APIs or by reasoning over each page at runtime. But by creating a powerful automation layer that operates each site the way an intelligent and experienced human would, then running that layer at scale, predictably, for as long as it is needed.

The architecture does four things, each at the right moment:

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This is not manual scripting, which breaks at scale. It is not a fully agentic runtime approach, which is slow and expensive when applied to high-volume production work. This is the third way: task-specialized AI applied where it has highest leverage, controlled execution applied where consistency and cost matter.

— How it fits together

One platform. One flagship product. One company bringing it all together.

A3 is the general capability for every web automation scenario, operating at scale.

Hotel Universe demonstrates what that capability produces when applied to a complex, high-volume, commercially critical domain. The same technology that drives Hotel Universe is available for any website, any workflow, any sector where reliable web automation matters.

Hotel Universe
vertical product

The flagship vertical market product: live hotel data and transactional workflows, powered by UBIO A3 technology and in production with major global travel and technology businesses.

A3
platform

The horizontal agentic automation platform. A3 uses AI to create, test, optimise and maintain browser automations for websites that lack usable APIs or MCP interfaces.

Automation Cloud
runtime

The managed runtime that executes those automations repeatedly, efficiently, and reliably at enterprise scale.

UBIO

The company building and operating the execution layer between AI systems and the live web. The category and credibility brand.

— Five moves
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— Products

Two ways to work with UBIO

scrape-rates · booking.com
open-site.stage.tsexecuted
search-hotels.stage.tsexecuted
extract-rates.stage.tsexecuting
verify-output.stage.tspending

A3 — The execution platform for the AI web

For AI platforms, enterprise product and data teams, and developers who need to reach websites beyond available APIs and MCP interfaces.

A3 provides the full stack for agentic web automation: the tools to define a workflow, the AI to learn and generate automation for a target site, and the Automation Cloud to run it at production scale. Open for developers to build on; enterprise-ready for organisations that need it as infrastructure.

What A3 handles
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Image Explore A3
live rates · 4 suppliers
The Savoy · London£412
Hotel Sacher · Wien€389
Park Hyatt · Tokyo¥68,000
The Peninsula · HKupdating…

Hotel Universe — Live travel data and workflows at enterprise scale

For travel platforms, OTAs, metasearch providers, and data buyers who need comprehensive, current hotel content, rates, availability, and transactional capability.

Hotel Universe is a production product, built on UBIO technology and already running for recognised global travel and technology businesses. It is not a prototype. It is not a feed. It is live hotel data and bookable workflows, maintained automatically as supplier sites change, delivered at the coverage and accuracy levels that business-critical travel operations require.

What Hotel Universe provides
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Explore Hotel Universe
— Evidence

This runs in production, for global businesses, now.

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Some of our customers
Google Microsoft Trivago Customer Customer Image Image Image Image Image

The UBIO track record in travel is the clearest evidence that the technology works at the scale and reliability enterprise operations require. It is also the clearest signal that the same architecture extends into any domain where reliable, current web access is a competitive requirement.

— Why this is different

Manual scripts break at scale. Agentic runtimes are costly and complex to run at volume.

The standard approaches to web automation each have a ceiling.

Manual scripts

Hand-written as Playwright, Puppeteer, or custom crawlers — they work for small, stable targets. But they do not scale, and they break every time a site updates. Maintaining them at production volume requires a team, a backlog, and permanent firefighting.

breaks on change
Agentic runtimes

Sending an LLM to navigate each page on every request. At low volume they are usable. At production scale, the inference cost per session and the non-determinism of model output make them unsuitable for business-critical workloads.

inference cost × every call
UBIO — the third way

A3 applies AI at design time, where it has the greatest leverage: understanding a site once, generating a tested, structured automation for it, and keeping that automation current, automatically. The Automation Cloud then runs validated workflows with no model in the loop. Predictable, fast, and priced at execution cost rather than inference cost.

0 tokens at runtime ✓

The result is web automation that can be treated as infrastructure: reliable enough to depend on, cheap enough to run at scale, maintainable without constant engineering attention.

— Applications

Any workflow that depends on a website with no API is a UBIO use case.

UBIO technology is applicable wherever organisations need reliable access to live web content or web-based workflows at scale.

— The opportunity

AI gets power when it can operate the real web.

Reasoning over documents and structured data is useful. Acting on live websites — checking a real price, completing a real booking, retrieving a current record from a system that was never designed for machine access — is where AI becomes operationally invaluable rather than analytically interesting.

The web that exists right now, with all its fragmentation and inconsistency, is the web that AI systems need to reach. Waiting for it to expose APIs and MCP interfaces at scale is not a strategy for success. Providing the execution layer that reaches the entire web as it is, is what UBIO does.

AI + Web = UBIO_
Image Explore A3 Explore Hotel Universe Talk to our technical team