When you give an AI agent write access to your ad accounts, you're trusting it with real money. A badly-formed prompt, an unexpected model behavior, or a misconfigured tool can result in unintended budget changes. For agencies managing client accounts, this is a significant business risk.
MCP360's budget safety controls address this at the infrastructure level — not just in the UI.
The Problem
In early testing with AI ad management tools, we observed several patterns:
These aren't hypothetical. They're failure modes we saw with early MCP implementations and specifically designed MCP360 to prevent.
How Budget Safety Controls Work
Every budget write operation in MCP360 passes through a safety check before executing:
if (requestedChange > org.settings.budget_safety.require_approval_above) {
createApprovalRequest(action, payload, context);
return { status: 'pending_approval', message: 'Approval required' };
}
if (percentageIncrease > org.settings.budget_safety.max_single_increase_pct) {
throw new Error('Change exceeds maximum single increase limit');
}These checks run in the MCP server — not in the client, not in the UI. There's no way for an AI client to bypass them.
Configurable Safety Thresholds
Every organization can set their own thresholds:
|---------|---------|--------------|
The Approval Workflow
When a budget change exceeds the approval threshold, instead of executing:
1. An approval request is created in the database
2. The AI client receives a "pending approval" response
3. An email notification is sent to org admins
4. Admins review in the Dashboard → Approvals page
5. On approval, the original action executes with full audit logging
6. On rejection, the requester is notified with the rejection reason
This creates an audit trail where every write operation — whether AI-initiated or human-initiated — is logged with context.
Recommended Settings by Risk Profile
Aggressive (high trust in AI): $10,000 approval threshold, 50% max increase, no cooldown
Standard: $5,000 threshold, 30% max increase, 5-minute cooldown
Conservative (agencies, large accounts): $1,000 threshold, 20% max increase, 10-minute cooldown, require approval for all campaign pauses
Not a Substitute for Judgment
Budget safety controls reduce risk, they don't eliminate it. You should still:
The best approach: start with read-only access, verify the data accuracy, then gradually enable write access with conservative safety thresholds.