While a traditional AI only answers questions, OpenClaw can:

• Automate real tasks like clearing your inbox, sending emails, managing calendars, and checking you into flights.
• Execute scripts, run shell commands, read and write files, and interact with system processes if you allow it.
• Persist memory and context so it “remembers” your preferences and workflows over time.
• Connect multiple tools, integrations, and “skills”, so it becomes a central automation layer.

Its open-source nature means you can inspect the code, extend it, and tailor it to your use case instead of trusting a closed cloud service with your data.

OpenClaw’s power comes from privileged access. It can interact with your system, data stores, files, and services directly, which means:

• If misconfigured, it can be a security hazard. An AI agent with shell access and file system rights is exactly the kind of thing you don’t want compromised.
• There have already been reports that instances have accidentally exposed API keys or saved credentials in ways attackers could exploit.
• Any downloaded “skills” or community extensions need vetting, because malicious or poorly written code can do real damage.
• It isn’t a traditional sandboxed service, it’s a powerful agent with real system privileges, so the threat model shifts drastically compared with typical cloud AIs.

Bottom line: treat OpenClaw like you would any powerful automation platform that you host yourself. Define strict access controls, run it in tightly contained environments, isolate its rights where possible, and only install extensions from sources you trust.