For AI service providers · Capability
How do AI agent approval workflows work for client services?
An approval workflow pauses a supported action so a reviewer can decide whether it should run. Agentic Workers supports tool approval before the agent acts, with choices to approve, reject or trust supported tools. Verify the exact tool and runtime path; an approval setting is not a universal intercept for every computer action.
By Agentic Workers Team · Published · Updated
Define what must wait
List actions that send messages, change client records or incur costs. For each, record the intended reviewer and the exact tool path. Test that path in the target environment instead of assuming every browser click, script or integration is covered.
Review the proposed action
Inspect the tool name and the proposed inputs available in the approval request. Check the client account, recipient and requested change. Approve only when the action matches the service scope. Persistent trust changes future behavior and should have an owner.
Keep the decision with the run
Use the available run record to inspect what executed. Retain a service-level review record when you need the requester, reviewer, decision and resulting artifact together. Do not describe ordinary run records as a certified, immutable customer audit log.
Example provider workflow. Adapt it to the client’s agreed scope.
- 01
Pause
The supported tool action requests approval before execution.
- 02
Decide
The reviewer checks scope and inputs, then approves or rejects.
- 03
Verify
The provider checks the external result and records any persistent trust change.
Fit and limitations
- Good fit
- Providers who can assign a reviewer and test the exact action path.
- Poor fit
- Work that requires a universal approval barrier across all tools, scripts and external systems without qualification.
- Known limits
- Approval coverage depends on tool, settings and runtime. Rejection prevents the requested action, but does not undo earlier actions. A timeout or unavailable reviewer needs an explicit operating procedure.
Sources and evidence
Documentation establishes the scope of a claim. It does not replace an acceptance test in your client’s environment.
| Source | What it supports | Checked |
|---|---|---|
| Agent tools and review guidanceProduct documentation | Supported tool actions can require approval. Test the exact tool and runtime; coverage is not universal. | |
| Read an agent run recordProduct documentation | Inspect available tool calls and execution details within the relevant workspace. A completed run is not proof of an accepted result. |
Questions providers ask
What should we test before using client data?
The supported tool action requests approval before execution. The reviewer checks scope and inputs, then approves or rejects.
What should the provider verify after a run?
The provider checks the external result and records any persistent trust change.
What is the main limitation?
Approval coverage depends on tool, settings and runtime. Rejection prevents the requested action, but does not undo earlier actions. A timeout or unavailable reviewer needs an explicit operating procedure.
Set up one client service
Set up the client workspace, connect its tools and review the first deliverable. Use a tested delivery path, such as Telegram, so the client can receive work in chat. Track operating costs and review effort before pricing a recurring service.
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