OpenClaw connects messages and tools on a computer you control. Plan the data flow, permitted actions and operating responsibility before relying on a business workflow.
What you'll learn
- Local agent storage does not make connected services local.
- Command permissions and business approval need separate tests.
- Choose and verify each connection for the actual task.
OpenClaw is a free and open AI agent framework that connects messaging channels, tools and scheduled work on a computer you control. Its built-in command permissions are different from a business approval queue: review before sending an email or changing a record must be designed and tested for that workflow. Agent state can stay on your server while selected task content goes to the chosen cloud AI and connected services.
What do you control with OpenClaw?
As of October 2026, OpenClaw stores its own state on the computer running it by default.[2] You can use a computer you own or a rented server you manage. You control the installation, local configuration and stored agent state. The software being open does not remove dependencies on the AI and communication services you choose.
| Part of the system | What you control | What to check separately |
|---|---|---|
| Agent state and configuration | Storage on your OpenClaw host | Backups, access and retention |
| AI used for a task | Choice of provider or local model | Content sent out and provider terms |
| Messaging channels | Accounts and agent access | The channel’s own data storage |
| Connected business tools | Which actions the agent can request | Permissions and approval before important changes |
That control can be useful for client work. It gives you a deployment you can inspect and change; it does not mean all data used by the workflow stays on that computer.[2]
What tasks can OpenClaw handle?
As of October 2026, OpenClaw can be extended with tools and plugins for connected work.[6] The following are proposed workflow uses, not a guarantee that every listed business application has a bundled connection. Available tools, permissions and tests determine what the agent can do.
| Task | Useful output | Review to design for the workflow |
|---|---|---|
| Email drafting | Response based on the relevant thread | Approval before sending |
| CRM work | Proposed change from a conversation | Approval before consequential record changes |
| Client reporting | Report assembled from known sources | Check figures and recipients before sharing |
| Follow-up | Draft at an agreed interval | Confirm recipient and timing |
| Meeting preparation | Brief from permitted notes | Escalate missing or conflicting information |
| Scheduled briefing | Digest of recent work | Limit sources and audience |
This is a possible business review design, not a queue that one OpenClaw switch creates for every application. Start with one repeatable task and test what happens when the agent asks to send, write or access something outside it.
How do OpenClaw permissions and approvals work?
As of October 2026, OpenClaw’s execution policy can block computer commands, allow an approved set, request decisions or permit broader execution. The effective behaviour depends on the selected mode and host settings; some full-access paths skip ordinary approval evaluation.[1]
An email connector or CRM tool is a separate action path. Command approvals alone do not establish that every email or CRM write must wait for a person. If that is your requirement, the implementation must restrict those actions and provide a tested review-and-release path.
Decide what needs approval by its consequence. Then test the actual send or write operation, including what happens when the reviewer is absent. A promise in the agent’s instructions is not an enforced permission boundary.
For example, a client-email workflow can be designed around five stages:
Read
Draft
Hold
Review
Release
These are implementation requirements. Verify each stage with the selected tools before calling the workflow approval-first.
You control the installation. You still need to control each action it can take.
What OpenClaw connects to
As of October 2026, OpenClaw’s channel directory lists 33 entries, including bundled, official and externally maintained plugins. That count includes agent-to-agent channels as well as ordinary chat services; it is not a promise that every channel is installed or has identical features.[3]
| Category | Examples to assess | What to confirm |
|---|---|---|
| Messaging | Slack, WhatsApp, Telegram, Discord, Microsoft Teams, Google Chat, iMessage, Signal, IRC | Documented channel, required plugin, account and supported actions[3] |
| Gmail, Outlook | A compatible connection, permitted mailbox access and send restrictions | |
| CRM | HubSpot, Salesforce, Pipedrive, Airtable | A compatible tool or custom connection and exact read/write scope |
| Calendar | Google Calendar, Outlook Calendar | Account access, booking conflicts and change approval |
| Project management | Notion, Linear, Asana, Jira, ClickUp | Supported operations and limits of the selected connection |
| File storage | Google Drive, Dropbox, OneDrive | Which folders and documents are accessible |
| AI providers | Anthropic, OpenAI, Google, Mistral | Provider authentication, selected model and required capabilities[4] |
Messaging entries come from the official channel directory. The business-tool names are examples for planning a connection, not a list of verified built-in integrations. OpenClaw supports extension through plugins, but the actual connector must be selected, permissioned and tested for the task.[6]
Changing the AI provider means configuring the new account and model, then testing the workflow again. A common connection method does not make models identical in their tool behaviour, available features or outputs. Keep a representative set of tasks for that comparison.[4]
Start with the channel where work arrives and the records needed to complete it. Add another connection when it has a clear job. For example, reading a calendar for availability is a different permission from moving an appointment; test those actions separately.
Where does OpenClaw business data go?
As of October 2026, OpenClaw stores its own sessions, memory, configuration and workspace on its host by default. When it uses a cloud AI, selected messages and task context are sent to that provider. Slack, Telegram, email and other connected services also retain information under their own arrangements.[2]
A local AI can keep model prompts on your computer. It does not make external communication local. For client information, map the actual services receiving it, limit the content supplied, and check the necessary retention and contractual requirements.
Multiple agents, each scoped to one job
As of October 2026, OpenClaw supports separate agent workspaces, settings and session histories within an installation.[5] A client-facing job and an internal reporting job can be configured separately. Shared host access, credentials or tools can still cross those boundaries; test the permissions rather than assuming the names make them isolated.
For example, you could give a client-facing agent a specific mailbox and customer records, while a reporting agent reads only the project data it needs. That is a proposed access design, not an automatic boundary created by naming the agents. Test whether shared credentials, plugins or computer access let either reach the other’s information.[5]
How to set up OpenClaw
As of October 2026, OpenClaw documents installation paths for macOS, Linux and Windows, with provider sign-in and a web interface for the first conversation. A successful first chat is a starting point; the business workflow still needs its connections and permissions tested.[7]
The following is a proposed sequence for that work. For the full business walkthrough, see how to set up OpenClaw for your business.
Choose the computer and owner
Connect the messaging channel
Connect the required tools
Define the first workflow
Run a review period
An installation and a supported workflow are different deliverables. Include configuration, connection work, acceptance and ongoing responsibility when comparing proposals. What an AI agent implementation involves explains that wider scope.
How much does OpenClaw cost?
As of October 2026, OpenClaw’s published licence permits software use without a licence fee.[8] Your total cost includes the computer it runs on, AI usage, connections to business systems, implementation and any continuing support.
AI usage depends on the chosen model, how much context each task reads and how often the workflow runs. A weekly briefing and a busy inbox have different cost patterns. Extra retries or unusually long documents can change the bill even when the task count is unchanged.
If you are comparing a Yardwork proposal, see the current pricing page and the scope of that proposal. For evaluating the return, compare the full operating cost with review time and useful output—not only with the software licence. The AI agent ROI guide explains that measurement.
When OpenClaw is not the right choice
OpenClaw can fit teams that want control of the installation and are prepared to maintain explicit action permissions. It is not always the right tool.
You want reusable workflow knowledge. Compare the skill and memory features against the way your team reviews changes. Hermes emphasizes reusable skills, but neither framework guarantees improvement without useful saved instructions and testing. See OpenClaw vs. Hermes.[9]
You need a custom data model. Compare extending the framework with building a custom agent. Ask which option gives the required data access and control with manageable operating work. Neither is automatically more efficient.
Your team cannot own the installation. Decide who will manage access, updates and failures. If nobody can take that responsibility, compare a managed arrangement or a different product before making the workflow depend on it.
You want to test before committing. Keep the first trial narrow and price its setup and operating work. A first chat, a draft-only trial and permission to act in live systems are different commitments. Decide what the test must show before expanding.
Frequently asked questions
What is OpenClaw? OpenClaw is a free and open AI agent framework that connects messaging channels, tools and scheduled work on a computer you control. Its built-in execution permissions govern commands on that computer. Approval before an email is sent or a record is changed must be designed and tested for the particular workflow.[1][8][10]
Does OpenClaw send business data to a vendor? It can. OpenClaw stores its own state locally, but selected task content goes to the cloud AI you choose, and connected messaging services retain their own messages. A local AI can keep model prompts local; it does not make Slack, email or other connected services local.[2]
How does the OpenClaw approval model work? OpenClaw has configurable permissions and approvals for commands run on its host computer. These are different from a business review queue for emails or CRM changes. Configure the command policy and separately restrict and test each application action that must wait for approval. Do not assume an installation is approval-first by default.[1]
How much does OpenClaw cost to run? OpenClaw has no software licence fee. Budget separately for the computer it runs on, AI usage, connections, implementation and any ongoing support. Yardwork scopes this work before quoting; see the pricing page for its current pricing rather than treating a generic setup estimate as an offer.[8]
What is the difference between OpenClaw and Hermes? Both can connect tools and run multi-step work. OpenClaw provides a messaging gateway and configurable command permissions. Hermes places particular emphasis on saving and reusing skills. Neither name guarantees safe outgoing actions or improving results; those depend on the workflow, access limits and review process.[5][9]
Can OpenClaw run multiple agents at once? Yes. Agents can have separate configuration, context and sessions on one installation. Separate agents are not automatically separate security environments: shared host access, credentials or tools can still connect their work. Set and test the actual boundaries needed for each job.[5]
Notes
- Exec approvals. Living documentation / repository, October 2026 Accessed October 15, 2026.
- Where things live on disk. Living documentation / repository, October 2026 Accessed October 15, 2026.
- Chat channels. Living documentation / repository, October 2026 Accessed October 15, 2026.
- Provider directory. Living documentation / repository, October 2026 Accessed October 15, 2026.
- Multi-agent routing. Living documentation / repository, October 2026 Accessed October 15, 2026.
- Building plugins. Living documentation / repository, October 2026 Accessed October 15, 2026.
- Getting started. Living documentation / repository, October 2026 Accessed October 15, 2026.
- OpenClaw licence. Living documentation / repository, October 2026 Accessed October 15, 2026.
- Hermes Agent official repository. Living documentation / repository, October 2026 Accessed October 15, 2026.
- Automation. Living documentation, October 2026. Accessed October 15, 2026.
