[Skip the article, head straight to the documentation]
OpenClaw (formerly known as Clawdbot) is an open-source personal AI assistant designed to run directly on your own hardware. Unlike standard web-based chatbots, OpenClaw has direct utility:
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Platform Integration: It connects directly to your messaging apps, including WhatsApp, Telegram, and Discord.
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Active Automation: It manages files, calendars, and emails based on text commands.
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Long-term Memory: It retains preferences and past context, meaning the tool becomes more efficient the more you use it.
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Data Residency: Because it runs through the Loc.ai orchestration layer, your messages and files never touch a cloud provider’s training set.
The 300-second integration guide
You don’t need a background in machine learning to reclaim your infrastructure. Loc.ai acts as the orchestration layer, handling the containers and model routing automatically.
1. Serve your model
Register your local workstation or private VM with the Loc.ai platform. Select a frontier model like Qwen 3.5, Deepseek 4 or Llama 4 Scout. Use the “Serve” command to create an OpenAI-compatible API endpoint that runs entirely on your own metal.
2. Configure the OpenClaw gateway
OpenClaw is designed to be provider-agnostic. To point it toward your local node, edit your config.json file. You simply replace the default cloud provider with your local Loc.ai address
3. Deploy and automate
Once the base URL is updated to localhost:8100 (or your specific node IP), OpenClaw routes all requests through Loc.ai. You now have a 10x faster assistant with zero token costs.
Scaling for enterprise
A single node is a proof of concept. For a high-growth organizsation, the goal is Scaled Orchestration. Loc.ai allows you to deploy these nodes across your entire network, routing traffic based on task complexity and security requirements to millions of endpoints. This is how you build an AI strategy that is fast, secure, and remains profitable as you scale.
Ready to eliminate your API overhead? Book a demo to see Loc.ai Enterprise in action or view our pricing to see the fixed-cost advantage of local nodes.