Human coworkers
Humans + AI, one team
Invite human coworkers, assign owner/admin/manager/member/viewer roles, and keep accountability visible beside AI workers.
Humans stay in control
AI Approvals
Businesses that want AI execution without uncontrolled external actions.
Strict policy
USER.md rules can be locked
Owner/admin policy rights can make a grounding non-overridable for the worker. Others can see it without silently changing it.
Per-profile channels
One channel binding per profile
Each AI worker or human profile can carry its own WhatsApp, Telegram, Slack, or email channel context for cleaner handoff.
Pain
- AI can move too fast without context.
- External writes and public messages need review.
Outcomes
- Approve external writes.
- Review before spending or sending.
- Use strict USER.md policy for non-overridable rules.
- Keep an audit trail.
AI team members
Approval assistantRisk reviewerTask owner
Integrations
monday.comNotionJiraSlackEmail
Approval point
- External write
- Public communication
- Spend
- Credential access
- Deployment
Handoff output
Approval request with action, impact, risk, before/after, and decision.
FAQ
What is AI Approvals?
dpanel.ai approval gates stop risky AI actions until a human approves, edits, or rejects them, including strict USER.md policy changes.
Who is this dpanel.ai page for?
Businesses that want AI execution without uncontrolled external actions.
What does the AI team actually do?
It helps with approve external writes., review before spending or sending., use strict user.md policy for non-overridable rules., while dpanel.ai keeps tasks, approvals, and handoff visible.
Where do approvals happen?
Approval moments include external write, public communication, spend, credential access, deployment.
What does handoff look like?
Approval request with action, impact, risk, before/after, and decision.