AI tool · AI models and chat
Manus
AI toolAI models and chat
A general-purpose autonomous AI agent (an assistant that completes tasks on its own) with the flow Understanding → Planning → Execution.
What it is
An AI assistant for productivity.
Manus is the peak of "general-purpose" AI agents of 2025. Unlike ordinary language models (LLMs), which answer in a single step, it works as an independent actor with a "structured way of thinking". It uses a three-stage cycle of Understanding → Planning → Execution, which lets it solve tasks with unprecedented reliability. It is not built on a single model of its own, but "assembles" existing powerful models (Claude 3.5/4.5 Sonnet, Qwen) into its own framework for agents.
What it does
What it does
- A three-stage process for reliably solving complex tasks
- Assembled from existing models (Claude Sonnet and Qwen) wrapped in its own framework
- Its own isolated virtual computer in the cloud for every session (sandbox)
- Browser Operator: independent logging in, filling in forms and managing accounts
- A wide range of tasks from investor presentations (pitch decks) to managing portfolios
Good for
- Independent market analysis and complex research
- Creating presentations, documents and localising content
- Automating work on the web and managing accounts without human supervision
Our verdict
The top of the general-purpose AI agents of 2025. A structured process and its own virtual computer let it beat agents such as Deep Research on the GAIA test.
Why we use it
We use Manus for general autonomy and automating complex tasks. It excels at tasks that require perception, planning and execution without human supervision. It suits market analysis, presentations, translating content, managing portfolios and other tasks with a structured process. Manus beats agents such as OpenAI's Deep Research on the GAIA test.
Use cases
Use cases
Market analysis
Independent analysis of the housing market, competition or trends: the three-stage cycle handles complex research as well as summarising the results.
Presentations and documents
Creating investor presentations (pitch decks) and documents with an automatic outline of the structure and content creation.
Automation on the web
Independent work with web apps, filling in forms and managing accounts using the Browser Operator feature.
Translating and adapting content
Automatic translation and adaptation of content into different languages while keeping context and quality.
AI models and chat
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Start here
15 minutes is enough for you to know whether it makes sense.
You tell us what is bothering you. We tell you whether we can help, roughly what it costs and where I would start in your place. No presentation.
- jakub@transformuj.ai
- Phone
- +420 773 070 090
- Address
- Legerova 1820/39, Praha 2