Computer Use.
Computer use is an AI model's ability to operate a computer the way a person does: it looks at screenshots, moves the pointer, clicks, types and switches between programs. This lets an AI agent use software that has no API, such as an ageing industry application or a web portal.
Computer Use — Explained in Detail
Anthropic introduced computer use as a public beta for Claude in October 2024 (Anthropic, 'Introducing computer use', 22 October 2024); other vendors now offer comparable features, OpenAI for instance with GPT-6.1 Terra since 26 October 2026 according to its own announcement (OpenAI Newsroom, retrieved 11.11.2026). The principle is much the same everywhere: the model receives a screenshot, recognises buttons, fields and text, decides on the next step and issues a command such as 'click here' or 'type this'. Then comes the next screenshot, and the agent works through the task step by step.
The big advantage is that computer use needs no API. Many small businesses run software that has none, or where an integration would be costly. An agent can key in data there, download reports or fill in forms. The downside is that going through the interface is slower, more expensive and more error-prone than a direct connection. A moved button, a pop-up or a slow page can derail the process. Where an API or an MCP connector exists, that route is almost always the better choice.
Classic robotic process automation looks similar. RPA also operates user interfaces, but follows hard-coded steps and stops when something looks different from what it expects. Computer use decides based on what it sees and copes better with changing situations, at the cost of being less predictable. Closely related are AI browsers, which apply the same principle to websites.
An agent with control over mouse and keyboard can do anything the signed-in user can. That leads to clear rules: work in an isolated environment such as a virtual machine, use a dedicated account with minimal rights, and keep away from email or payments unless strictly needed. Content on websites or in documents can carry hidden instructions, see prompt injection. Sensitive steps therefore need guardrails and human approval.
When computer use makes sense
Computer use is valuable as a bridge: for programs without an API, for occasional tasks where a fixed integration does not pay, and for processes in which someone currently copies data by hand from one window to another. It is less suited to high-volume work, payments and anything that must run in seconds without error. There, a direct API connection is more stable and cheaper.
Which route fits your processes we work out through AI automation for SMEs. Agents with secured permissions and full logging are built as part of AI agent development.
Example: a haulage firm transfers orders from a customer portal
A constructed example: a haulage company in Thurgau receives orders from a major customer only through that customer's web portal, with no export and no API. Each morning someone retypes the new orders into the firm's own dispatch software. An agent using computer use takes this over: it signs in to the portal with a dedicated read-only account, reads the new orders and creates them as drafts in the dispatch system.
The guardrails: the agent runs in its own virtual machine, may only read in the portal and only create drafts in dispatch. Unclear orders are flagged for review, and the dispatcher checks and approves. In parallel, the company asks the customer for an API, because as soon as one exists, a direct connection is the more robust solution.
Related Page
AI automation for SMEsFrequently Asked Questions About Computer Use
RPA follows hard-coded click sequences and stops when the interface looks different. Computer use decides on the next step from screenshots and copes better with change, but is slower and less predictable.
Only within clear limits. The agent should work in an isolated environment with its own account and minimal permissions. Websites can contain hidden instructions, so sensitive steps need approval by a person.
Almost always, if one exists. A direct connection through an API or a connector is faster, cheaper and more reliable. Computer use is the bridge for software without an API.
More Terms Starting with "C"
CLS (Cumulative Layout Shift)
CLS is one of Google's three Core Web Vitals and measures the visual stability of a page. It quantif...
CMS (Content Management System)
A CMS (content management system) is software that lets you create and change a website's text, imag...
CDN (Content Delivery Network)
A CDN (content delivery network) is a network of servers in many locations that stores copies of a w...
Ready for Your Project?
Apply this knowledge to your website — DLM Digital will help you.