Manus, OpenClaw, Claude, and Perplexity all want to be the AI that runs your computer. Here's how to evaluate them for your business.
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A florist with thousands of unsorted photos on her Mac asked an AI agent to organize them. The agent scanned every file, identified what was in each photo, created categorized folders, and sorted the images. The whole thing took minutes. It would have taken her an entire afternoon.
That's Manus "My Computer" , a desktop app from the Meta-backed AI company that launched mid-March 2026. It sits on your Mac and controls your computer: reading files, running terminal commands, launching applications, and automating workflows that used to require you clicking through every step.
Manus isn't alone. In the past two weeks, we've counted at least four companies racing to build an AI agent that controls your desktop. Claude's computer use went live on March 19. OpenClaw, the open-source alternative that briefly became GitHub's most-starred project, was acquired by OpenAI. Perplexity launched "Personal Computer" with a similar pitch.
If you run a business and you're trying to figure out which of these matters, this post will help you sort through it.
What Desktop AI Agents Actually Do
All of these products promise the same core thing: an AI that uses your computer the way a person would. It sees your screen, clicks buttons, types text, moves files, and runs commands.
If you're wondering how that's different from normal AI chatbots, here's the distinction: a chatbot answers questions. A desktop agent
does things
. It opens your accounting software, pulls last month's numbers, puts them in a spreadsheet, and emails the spreadsheet to your accountant. You describe the outcome. The agent handles the steps.
The practical applications for a business your size:
File management
: Organizing thousands of documents, photos, or invoices into structured folders based on their content
Data entry
: Taking information from one system and entering it into another, even when those systems don't have APIs
Report generation
: Pulling data from multiple applications and combining it into a formatted report
Repetitive admin
: Any multi-step process that involves clicking through the same software in the same order, day after day
For SMBs, we do free 30-minute calls to identify which repetitive desktop tasks are worth automating. If you have a process that involves more than five clicks and happens daily, it's probably on the list.
The Four Players (and How They Differ)
Here's a honest comparison of what's available right now.
Manus "My Computer"
What it is:
A standalone desktop app. You install it on your Mac (Apple Silicon only for now), and it acts as a local AI assistant that can read and edit files, run terminal commands, and interact with applications.
Best for:
People who want a general-purpose desktop assistant for file management, document organization, and local task automation.
The catch:
It's a paid subscription (pricing not yet disclosed), and it runs locally, which means your Mac is doing the processing. The Meta backing adds resources but also raises questions about data handling that Manus hasn't addressed publicly.
Autonomy controls:
You set permissions per action type. "Allow Once" for sensitive operations, "Always Allow" for routine tasks. Good approach.
Claude Computer Use (Anthropic)
What it is:
A feature built into Claude Sonnet 4.6. Rather than a standalone app, it's an AI model that can see and control a virtual screen through a mouse and keyboard.
Best for:
Businesses that need to automate workflows across legacy software that doesn't have APIs. It's particularly strong for navigating web-based tools and form-heavy processes.
The catch:
It requires technical setup to run in a production environment. It's not a download-and-go desktop app like Manus. Most businesses will need a developer (or a partner like us) to set up the automation and guardrails.
Autonomy controls:
Built into the system through developer-defined guardrails. More customizable than Manus, but requires more technical skill to configure.
OpenClaw (Now OpenAI)
What it is:
Originally an open-source AI agent framework that went viral on GitHub. OpenAI acquired it in March 2026. It will likely be integrated into OpenAI's product suite.
Best for:
Developers building custom desktop automation tools. Not currently a business-user product.
The catch:
Post-acquisition, the open-source future is uncertain. If you built something on OpenClaw last month, you're now dependent on OpenAI's roadmap. Vendor lock-in applies .
Autonomy controls:
Fully customizable (it's a developer tool), but you have to build the controls yourself.
Perplexity Personal Computer
What it is:
A desktop agent from the AI search company Perplexity. Similar concept to Manus: an app that sits on your computer and automates tasks.
Best for:
Early adopters who already use Perplexity for research and want to extend it to desktop tasks.
The catch:
Newest entrant, least proven. The product is early and the use cases are still being defined.
Which One Should You Care About?
Here's the honest answer: most small businesses shouldn't use any of these today.
That might sound strange coming from an AI consulting company, but here's why. Desktop AI agents are in the same stage that chatbots were in 2023: the technology works in demos, the real-world reliability isn't there yet, and the security model is still being figured out.
When Manus controls your desktop, it can see everything on your screen. It can access your files, your email, your financial software. The permission model ("Allow Once" vs "Always Allow") is a good start, but it's not the same as the granular security controls a business needs.
Think about it this way: would you give a brand-new employee full access to every file and application on your computer on their first day? Probably not. You'd start them with limited access and expand it as they proved reliable. The same logic should apply to AI agents.
When Desktop AI Agents Make Sense for Your Business
That said, there are specific scenarios where this technology is genuinely useful today:
1. You have a repetitive file processing task.
The florist example is a good one. If someone on your team spends hours organizing, renaming, or sorting files, a desktop agent handles that well. It's low-risk (the files are being organized, not sent to customers) and high-time-savings.
An accounting firm we talked to has a bookkeeper who spends 3 hours every Monday renaming and categorizing 200+ invoices. A desktop agent could do that in minutes. The bookkeeper reviews the results before anything goes to clients.
2. You need to move data between systems that don't connect.
If your business runs on software from 2015 that has no API and no integration options, you've been stuck with manual data entry. Desktop agents can read one screen, copy the data, and enter it into another system. It's not elegant, but it works.
3. You have a defined, repeatable process.
Desktop agents work best when the steps are the same every time. "Open this app, go to this tab, copy these fields, paste them here, save." The less judgment required, the better the agent performs. If the process involves judgment calls ("does this invoice look right?"), keep a human in the loop.
What to Do Right Now
If you're curious:
Try Manus on a non-critical task. Organize some photos. Rename a batch of files. See how it works without putting anything important at risk.
If you're serious:
Don't start with the desktop agent. Start with the process. Document the workflow you want to automate. Every step, every decision point, every "it depends" moment. Then evaluate whether a desktop agent, an API integration, or a custom automation is the right solution.
We've found that about 30% of the time, a desktop agent is the right tool. The other 70%, there's a better solution that's more reliable and more secure. But you can't know which category you're in until you've mapped the process.
If you're overwhelmed by the options:
That's fair. The market is moving fast and there are more products than anyone can track. Book a call with us and we'll give you a straightforward assessment of which automation approach fits your specific workflows. Sometimes the answer is a desktop agent. Sometimes it's a simple Zapier integration. Sometimes it's "wait six months and try again." We'll tell you honestly.
The desktop AI agent race is real, and these tools will become part of how businesses operate. But the businesses that get the most value won't be the ones who adopted first. They'll be the ones who adopted the right tool for the right task at the right time.