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In-chat approval cards
Plans, document writes, knowledge writes, integration calls, MCP tools, and workflow runs pause until approve or reject.
Approval conceptsGovernance
Governance is the seam between agent initiative and human judgement: approval cards hold actions until someone decides, every decision lands in the audit log, and spend stays visible — without a separate approver inbox.
Approve before actions ship, audit every run, compare models honestly, and keep agents inside your rules.
01 Automations
A nightly access review runs on schedule and alerts #security on new admin grants — every execution numbered in the same journal approvals write to.
02 Arena
Policy-sensitive wording is exactly where models disagree. Arena drafts the same reply twice so the safer version ships.
03 Agents
Spend controls and tool grants travel with each agent — governance is not a separate bolt-on.
04 Knowledge
Grounded answers show the policy and runbook sources so auditors can follow the same trail.
Put a human in the loop where it matters — with an audit trail, budget controls, and filters that keep sensitive data out of prompts and replies.
01
Plans, document writes, knowledge writes, integration calls, MCP tools, and workflow runs pause until approve or reject.
Approval concepts02
Describe what is wrong; the agent revises the call instead of abandoning the work.
Approval concepts03
Each decision records actor, action, and timestamp. Resolved cards stay in the transcript.
Audit logs04
Org-level guardrails and the run-code policy set the limits on what agents may attempt — before a card ever appears.
Guardrails05
Every chat message passes content safety, PII detection, and an optional moderation provider — on the way in and the way out. Matches block, mask, or flag; the matched text itself is never stored.
Guardrails06
Usage analytics and budgets keep model spend visible to Admins.
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