Find the right workflow
If someone copies information into ChatGPT or Claude, gets an answer and takes the next step manually, much of that sequence may be suitable for automation.
MyClaw helps small and medium-sized service and manufacturing businesses hand repetitive internal work to autonomous AI agents. Based in Pärnu, Estonia, working with clients internationally.
A digital teammate. Human oversight. Ongoing maintenance.

We treat an agent like a digital employee: it has a defined role, responsibilities and specific tasks. It can complete much of the work independently while learning from guidance and feedback.
If someone copies information into ChatGPT or Claude, gets an answer and takes the next step manually, much of that sequence may be suitable for automation.
Agents can enter information, draft documents and quotes, move data between systems, check records and prepare summaries.
We configure review checkpoints, monitor reliability, handle updates and improve the agent using feedback from real work.
The easiest place to start is often a workflow that already uses ChatGPT, Claude or an AI API. If an employee manually passes information to a model, uses its response and then performs the next action, an agent may be able to handle much of the sequence.
Other repetitive computer tasks with reasonably clear logic can also work well: data entry, drafting documents and proposals, moving data between systems, checking records and preparing summaries.
Our background is in IT, automation and software engineering. We care about reliability, data control, recoverable processes and predictable costs. Sensitive information does not need to be sent to the cloud just for convenience, and an agent should not lock your business into one AI model or provider.
We do not stop after a pilot. We study the workflow, put the digital teammate into production, and continue to operate, maintain and improve it.

CEO · AI Agent Architect
MyClaw focuses on practical and reliable AI agents. We start with your actual business process, not technology for its own sake.
Magnus Meldre LinkedIn ↗Tell us a little about your workflow. We will get back to you to discuss whether and how an agent could help.
Practical questions businesses ask before automating a workflow.
A chatbot typically responds to a prompt. An autonomous agent can carry out a defined sequence of actions using approved tools and data, with human review at important checkpoints.
Repetitive computer-based tasks with clear rules, such as entering data, preparing quotations, processing documents, reconciling information and following up on work already started in ChatGPT or Claude.
Yes. Depending on requirements, MyClaw can deploy local or hybrid infrastructure, including a dedicated Mac mini. Model choice, access and data flows depend on the client’s security requirements.
Yes. Important decisions and external communications should have approval points. The agent can improve with feedback while accountability remains with the business.
Yes. We design, deploy, operate, maintain and improve agents after launch. Clients manage their everyday workflow while MyClaw supports the technical setup.
Yes. MyClaw is based in Pärnu, Estonia. Our primary focus is local small and medium-sized companies, but we can also work with international clients remotely.

The project “MyClaw Autonomous AI Agent Automation Service for Businesses” aims to launch an AI agent deployment and maintenance service for small businesses in Pärnu, Estonia. It will establish local AI infrastructure, run pilot projects and develop an operational automation service.
European Union co-funding: €20,000.