IA & Outils · 29 March 2026 · 8 min

OpenClaw: The Autonomous AI Agent on Your Dedicated Machine

OpenClaw is the open-source autonomous AI agent that automates your work in the background. What it does, its use cases, and how Optinova deploys it on a dedicated machine in Geneva.

By Optinova Digital

Summary

OpenClaw is the most widely adopted open-source autonomous AI agent in the world. Unlike a chatbot that answers and waits, OpenClaw receives a goal, plans the steps, acts on your tools and loops until the job is done — in the background, around the clock. Emails, CRM, reports, monitoring: it automates repetitive work. And because it is open-source, Optinova can deploy it on a dedicated machine in Geneva, with none of your data ever leaving your infrastructure.

What is OpenClaw?

OpenClaw is an open-source autonomous AI agent. An agent is not an assistant that answers a question: it is software that pursues a goal. You describe the outcome you want, it breaks the task down, uses the tools it needs (inbox, CRM, files, APIs), executes, checks and repeats until it delivers. Humans set the direction and approve; the agent does the work.

Its key trait: OpenClaw is model-agnostic. It runs with a cloud model (Claude, GPT) or a local open-source model (Gemma, Llama, Mistral) via Ollama. That is what makes it ideal for organizations that want to keep control of their data: the intelligence engine can run entirely on your own machine.

OpenClaw: concrete use cases

Automated email handling

OpenClaw monitors your inbox, sorts messages by urgency, identifies the type of request and drafts suggested replies. For a Geneva SME receiving dozens of requests a day, that is several hours saved every week — and no important email lost in the flow.

CRM and data updates

From an email, a form or a document, OpenClaw extracts the key information (contact details, amount, deadline) and updates your CRM or accounting tool automatically. No more manual double entry or incomplete customer records.

Reporting and monitoring

OpenClaw compiles your data (analytics, sales, support) and produces readable weekly reports sent to your leadership without any manual step. It can also run continuous monitoring — competitors, brand mentions, industry news — and summarize what matters.

Business workflow automation

Quote follow-ups, document preparation, syncing between tools, routine checks: OpenClaw chains the multi-step tasks that currently tie up your teams. It acts like a digital coworker that handles the repetitive work while your people focus on value.

Want to identify the right use cases for OpenClaw?

Optinova audits your processes, pinpoints where an AI agent creates real value and structures the first workflows so they work in real conditions.

OpenClaw on a dedicated machine: data sovereignty

Most AI tools send your data to US servers. For lawyers, fiduciaries, medical practices, financial players and Geneva SMEs bound by professional secrecy, GDPR and the Swiss nFADP, that is a non-starter. This is exactly where OpenClaw shines: being open-source, it deploys on your own infrastructure.

Optinova installs OpenClaw on a dedicated machine — a server on your premises or a private instance hosted in Switzerland — paired with a local AI model. The result: a fully sovereign autonomous AI agent, with no API inference cost, where no data ever leaves your network. Compliance is guaranteed by architecture, not by a contractual promise.

How Optinova sets up your OpenClaw solution

Our support covers the entire chain: auditing priority use cases, choosing the machine and the right AI model, installing and configuring OpenClaw, building the workflows, testing in real conditions, then training your teams. You walk away with an operational, autonomous solution — not a proof of concept.

FAQ

What is OpenClaw, in one sentence?

OpenClaw is an open-source autonomous AI agent: you set a goal, it plans, uses your tools and runs the tasks through to the result, in the background, without hand-holding at each step.

Can OpenClaw really work without sending my data to the cloud?

Yes. Because OpenClaw is open-source and model-agnostic, Optinova deploys it on a dedicated machine with a local AI model (via Ollama). No data leaves your infrastructure — nFADP/GDPR compliance guaranteed by architecture.

What kinds of tasks can OpenClaw automate?

Email triage and replies, CRM updates, data extraction from documents, report generation, monitoring and multi-step business workflows. In short: the repetitive, time-consuming work your teams handle today.

Do I need a large infrastructure to deploy OpenClaw?

No. A properly sized dedicated machine (a local server or a private instance in Switzerland) is enough for most SMEs. Optinova selects the configuration that fits your use cases and volume.

How long does it take to set up OpenClaw with Optinova?

It depends on scope, but a first operational workflow is up and running within a few weeks: audit, installation, configuration, testing and training. Contact us for a tailored estimate.

Deploy OpenClaw on your own machine, in Geneva

AI consulting in Geneva: Optinova installs, configures and trains your teams on OpenClaw on dedicated, sovereign infrastructure. Reply within 48h.