How It Works
Built for agents that ship
OpenClaw gives you the primitives to go from prompt to production without reinventing the plumbing every time.
Modular Tool Registry
Plug in any tool — web search, database queries, shell commands, custom APIs — with a single interface.
Multi-Step Planning
Agents decompose goals, plan steps, and self-correct when they hit a dead end.
Guardrails Built In
Budgets, permission tiers, and approval checkpoints so autonomous doesn't mean unsupervised.
Model-Agnostic
Works with Claude, GPT, Gemini, or local models — swap engines without rewriting your agent.
Use Cases
What OpenClaw agents do
A sampling of workflows our clients run in production today.
Automated research briefings delivered every morning
Customer ticket triage with auto-drafted replies
Continuous competitive monitoring and alerts
Document intake, extraction, and routing
Sales pipeline enrichment and follow-up
Content operations — research, draft, QA
Choose Your Framework
OpenClaw or NemoClaw?
Two agent frameworks, built for different jobs.
OpenClaw
For developer-led teams. We build OpenClaw agents alongside your engineers so the code lives in your stack, on your terms.
- You own the code
- Self-hosted on your infra
- Full customization