OpenClaw + Google Vertex AI
OpenClaw runs the task; the Google Vertex AI connector supplies only the operations and resources allowed by the account you authorize. The Composer selects OpenClaw, asks for Google Vertex AI access before sending, and keeps both choices in one task draft.
How the combination works
OpenClaw plans and executes. Google Vertex AI supplies authorized app access.
OpenClaw provides an autonomous tool-using loop for browser, shell, file, and application work in a persistent cloud computer.
Vertex AI offers everything you need to build and use generative AI—from AI solutions, to Search and Conversation, to 130+ foundation models, to a unified AI platform.
OpenClaw
Owns the task loop, model calls, cloud computer, tool choices, progress and final result.
Google Vertex AI connector
Supplies the currently exposed operations for the authorized Google Vertex AI account. It does not promise every feature in the Google Vertex AI product.
Permission boundary
The connected identity, granted provider scopes, organization policy, resource sharing and the task's explicit instruction all constrain what OpenClaw can do.
Setup and first task
Connect one Google Vertex AI account and verify one known resource.
The Composer preselects OpenClaw with GPT-5.6 Sol. Start read-only when possible, then expand to write operations only after the account and resource boundary are clear.
Open the OpenClaw Composer
The Composer above carries OpenClaw, GPT-5.6 Sol, and Google Vertex AI. Add a precise target and expected result; the draft stays on this page during sign-in or connector authorization.
Authorize the intended Google Vertex AI account
Review the Google Vertex AI account, workspace and permissions on the authorization screen. Your organization's policies or administrator approval may limit which resources the connection can access.
Run and verify a bounded task
Name one Google Vertex AI resource you can already access and ask the agent to check whether a read operation is available. If it is, retrieve and summarize that resource without changing it. If it is not, ask the agent to explain the missing operation or permission. Open the same resource in Google Vertex AI and compare it with the agent's result. Check the account, resource identifier and current content before using the output for another task.
Access, cost and limits
What to verify before scaling OpenClaw + Google Vertex AI
Longer-running computer and application workflows that combine browser actions, files, and general automation.
Establish with the first run
- OpenClaw and GPT-5.6 Sol remain selected after sign-in.
- Google Vertex AI shows the intended connected account before the task is sent.
- The returned data matches one known source resource, with write actions excluded until separately authorized.
Still depends on your setup
- A catalog listing does not guarantee every Google Vertex AI website feature is available as an agent operation.
- OAuth scopes do not replace organization policy, resource sharing or a precise task instruction.
- Total task cost can include model tokens, active computer time, paid tools, connectors and the provider's own plan or quota.
Verification and recovery
Check Google Vertex AI itself before trusting the result.
Open the same resource in Google Vertex AI and compare it with the agent's result. Check the account, resource identifier and current content before using the output for another task.
Connection troubleshooting
If Google Vertex AI access fails, check the connected identity, resource sharing and requested permissions. Reconnect an expired or revoked account in connector settings. If the connection is healthy but an operation is unavailable, changing accounts may not resolve it.
Writes need explicit scope
Name the target record and exact allowed change. A request to summarize, analyze or draft does not authorize sending, publishing or deleting.
Re-check current state
For decisions or follow-up writes, open the resource in Google Vertex AI and check its current state. A successful earlier read may already be stale.
Common questions
Related resources
OpenClaw
Review OpenClaw's supported models, capabilities and browser Composer.
Google Vertex AI connector
Review the application-specific authorization and first-task guide.
OpenClaw + GPT-5.6 Sol
Review the current default agent and model combination.
Pricing
Review model, active-computer, tool and connector charges.