AuctraRuntime evaluation & policy
Approval routing for high-risk agent actions
Route exceptions to the right human reviewer with enough context to decide in minutes, not days—Auctra approval workflows for high-risk agent actions.
May 12, 2026 · 6 min read · Markdown version
When to route vs block
Block when no delegation exists, limits are exceeded without override path, or policy forbids the action entirely. Route to approval when the action is legitimate but exceeds automated authority.
Auctra require_approval responses include an action_request_id reviewers can reference in the console. Agents should pause downstream execution until a reviewer resolves the request.
Context reviewers need
Show sponsor, delegation limits, requested amount, target customer or vendor, recent related actions, and agent purpose. Without context, reviewers default to deny or slow approvals destroy automation value.
Team plan reviewer workflows surface this package in one view. SLA targets help operations measure approval latency separately from agent latency.
Escalation and delegation of review
Define backup reviewer pools for PTO coverage. Escalate unreviewed items after defined intervals to prevent stuck workflows.
Every approval stores reviewer identity, timestamp, and optional notes in the immutable audit chain on Business. Notes become invaluable during quarter-end reconciliations.
Implementation tips
Use listActionRequests from your orchestrator to check the recorded outcome. Combine it with stable idempotency keys so retried tool calls do not create duplicate evaluations.
Auctra ties sponsors, expiring delegations, and pre-action evaluation into one accountability chain your security and finance teams can audit.
Key takeaways
- Authority is enforced before side effects — use Review queue and evaluateAction together.
- Every production agent needs a named sponsor and bounded delegation visible in the console.
- Blocked and approval-required outcomes are evidence, not failures — review them in Review queue.
Implementation checklist
- Sign up at console.auctra.tech and open Review queue (/console/reviews).
- Register one agent with a named human sponsor accountable for its actions.
- Create a narrow delegation aligned with this article's workflow (Approval routing for high-risk agent actions).
- Call evaluateAction from your agent or SDK before the consequential tool executes.
- Confirm sponsor, delegator, decision, and outcome appear in Audit or Review queue.
People also ask
- How does agent action approval work?
- The authority layer holds the action, notifies qualified reviewers with context, and records their allow or deny decision before execution proceeds.
- Who can approve agent actions?
- Organizations define reviewer roles in Auctra aligned to risk—often finance for spend and security for data export actions.
- How does Auctra help with agent authority?
- Auctra registers sponsors, issues expiring delegations, evaluates actions before execution, and preserves auditable accountability records.
Try in Auctra Console
Maps to: Review queue
Pilot runtime approval in Auctra Console
Use Review queue to apply this guide — register an agent, delegate authority, evaluate one real action, and inspect the audit trail. Free on Builder.
- Create a free account: https://console.auctra.tech/auth/signup?utm_source=blog&utm_medium=cta&utm_campaign=approval-routing-for-high-risk-actions
- In Review queue (https://console.auctra.tech/console/reviews), run a free Builder pilot for one production workflow.
- Issue a bounded delegation with limits and expiration matching this guide.
- Integrate evaluateAction (SDK or REST) before money, data, or infrastructure changes execute.
- Open Audit to verify sponsor, delegator, reviewer, and decision are recorded.
Part of guide
Runtime evaluation & policy
Pre-action gates, policy engines, approval routing, and the difference between observing agents and governing side effects.
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Make authority executable.
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