What should require approval
The approval rule should be strongest around irreversible or customer-visible actions: sending messages, changing board status, writing to CRM, spending money, publishing content, or deploying code.
Low-risk drafting can move faster. External writes should be deliberate.
What a reviewer needs
A useful approval packet should show the proposed action, source context, target system, affected record, risk, owner, and rollback or next-step plan.
The reviewer should be able to approve, reject, or edit the proposed action without losing the task history.
How dpanel.ai should handle it
dpanel.ai should make approvals first-class: visible in the task, linked to the target tool, and logged as part of the handoff trail.
The AI team can keep preparing work, but sensitive actions wait for the human decision.
Next step
Turn this concept into a visible workflow with teams, approvals, grounding, and handoff.
See approval workflows