# Approval-aware agents and tool actions

Elkwai Solutions workflow starter · 2026-10-10

Planning example, not a client result or quote. Nothing is sent or purchased. Do not include passwords or confidential records.

https://elkwai.com/workflows/controlled-agent-actions

## The problem

- An agent appears to complete a task but acts with the wrong scope, repeats a write or fails without leaving a recoverable outcome.

## Simpler alternatives

- A deterministic workflow is preferable for known steps. Add model-selected actions only where needed, around narrow tools, bounded retries and accountable approvals.

## Inputs

- The intended task and permitted tool/action matrix
- Recorded cases, tool calls and effect counts
- Authenticated identities and the approval boundary

## Delivery sequence

- Test intended tool policy with expected allow and deny cases.
- Inspect recorded action traces for ordering, missing evidence and duplicate effects.
- Compare tool contracts and structured outputs before a release.
- Commission and test actual authentication, external effects and recovery in a bounded rollout.

## Acceptance

- A tool-policy simulation is not claimed as live authorization.
- Repeated attempts reconcile to one intended business effect.
- Unknown outcomes require reconciliation before another consequential action.

## Measure

- Incorrect grants and denied legitimate actions
- Duplicate effects and unresolved outcomes
- Completed tasks, cost and tail latency

## Full cost consideration

- Include integration tests, identity configuration, tool ownership, approval time, provider calls and operation. The kit is local checking software, not a hosted agent execution service.

## Tools available now

- Test intended permissions: https://elkwai.com/mcp-tool-policy-tester.html
- Inspect recorded tool actions: https://elkwai.com/agent-workflow-checker.html
- Compare tool catalogs: https://elkwai.com/mcp-contract-diff.html

Tools do not automatically transfer data or execute a production integration.

## Separate buying paths

- Developer Assurance Kit: $79 one time. https://elkwai.com/developer-assurance-kit
  Kit 1.1.0 does not include every free analyzer, model calls, hosted CI or a security certification.
- AI workflow pilot: Quoted after scoping. https://elkwai.com/ai-workflow-pilot
  Connected intake and private knowledge are commissioned work, not connectors already included in the free beta.
- Custom applications and automation: Written project quote. https://elkwai.com/working-together?need=software&mode=project#offer-finder
  Ownership, integration, hosting and support are separately stated in the scope.

## Your project notes

Current task:
Desired result:
Existing systems:
Target timing:
Acceptance owner:
Setup and operating costs:

Freed time is capacity, not automatically cash savings. Product scope, checkout and the accepted written quote control delivery.