CoreWeave Systems

AI Agents & Assistants

Human-Approved Action Agent

One tool-using agent with a human decision gate and action trace.

Mid-Market · Enterprise

  1. Propose
  2. Approve
  3. Write & log

Starting scope

One agent, up to three skills, one low-risk approved write operation, and one destination.

$7,750one-time project

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What this service solves

Let an assistant prepare a narrowly defined system change and put the decision in a person's hands. The approver sees the target record, proposed values, and the intended effect before allowing a low-risk write. Approval is tied to those exact details.

What you get

Reviewable action proposal

The approver can inspect the exact proposed change and accept or reject it before execution.

Action trace

Accepted, rejected, and failed decisions can be matched to the proposal and the destination's observed outcome.

What’s included

  • Constrain the tool action and permissions

    Define the single allowed write, destination, and authorized fields. Limit the agent's permissions to the agreed scope.

  • Show the proposed change to an approver

    Show the record and values in the approval step. Require fresh review if the proposal changes before execution.

  • Log accepted, rejected, and failed outcomes

    Record whether approval was granted, rejected, or followed by a failed action. Make the result clear enough for the owner to investigate or follow the recovery instructions.

How implementation works

  1. Define allowable action

    Agree on permitted inputs, authorization, acceptance rules, and the exact change the assistant may propose.

  2. Test review and execution paths

    Exercise approved, rejected, changed, and failed proposals in the test system, including the expected response to an interrupted write.

  3. Evaluate and hand off

    Review the evidence and hand off the action limits, decision steps, and how to inspect the trace.

Technical considerations

Permission boundary
Agree on one write operation, its allowed record and fields, and the credentials used in the authorized test environment. Confirm the destination supports the required permission boundary before committing to the action design.
Approval and execution records
Bind the human decision to the exact proposal details. Keep the approval outcome distinct from the destination outcome so an operator can tell whether a failure happened before or after approval.

Systems, inputs & prerequisites

A test system, approval owner, approved scope, sample inputs, and rollback instructions.

  • A test destination, allowed record and fields, the approver's role, and recovery or rollback instructions.
  • Sample requests that should succeed, requests that should be rejected, and an example of a change made while approval is pending.

Starting scope & pricing

Fixed-Price Projects

$7,750one-time project

Request a Quote

Base scope

One agent, up to three skills, one low-risk approved write operation, and one destination.

Illustrative workflow

An operations assistant proposes assigning one internal review task.
  1. Propose

    The assistant identifies the allowed task and shows the proposed owner.

  2. Approve

    A designated person verifies the record and proposed owner.

  3. Write & log

    The authorized change runs against the chosen destination and returns a recorded outcome.

Validation & handover

  • Review a representative proposal and verify that the allowed record and field values shown to the approver match the write observed in the test destination.
  • Exercise a rejected proposal and one that changes before execution. Confirm the rejected proposal leaves the destination untouched and changed details require a new decision.
  • Observe a destination failure and review the proposal, decision, and outcome together. Walk the operator through checking destination state before using the approved recovery path.

Limitations & possible extras

Limitations

Additional write operations, destinations, and broad or consequential permissions require their own review. Platform and model usage may be billed separately.

Approval must be bound to the exact proposed action. Broad access or consequential writes require separate scoping.

Possible extras

Model and platform usage, additional write paths, and security review.

Questions about this service

Can an approved proposal be edited before it runs?

A change to the proposed record or values creates a new decision for the approver. The previous approval applies only to its reviewed proposal.

What if the destination record changes while approval is pending?

Agree on how to detect a relevant change and whether the proposal should expire or return for review. The check depends on the state or version information the destination exposes.

What should the operator do if execution times out?

Use the action trace and verify the destination before retrying. If the result remains unclear, follow the agreed recovery instructions with the owner.

Does adding a second destination use one of the three skills?

The starting scope allows up to three skills for one agent, one low-risk approved write, and one destination. A separate destination or write operation requires its own review.

Discuss this service

Human-Approved Action Agent

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