Deterministic Use Cases

Operational Recovery Cases

Quantifiable outcomes driven by the MGE Governance Logic.

Merchant Fee Recovery

Use Case 01
Narrative Trace

"Recovered $32k annually after exposing hidden interchange padding in processor statements."

Impact Target

0.2% - 0.8% of card volume

Delivery Fee Recovery

Use Case 02
Narrative Trace

"Detected a 6% commission drift caused by unmapped aggregator marketing fee line items."

Impact Target

3% - 10% of delivery sales

Prime Cost Governance

Use Case 03
Narrative Trace

"Flagged inventory reclassifications where premium proteins were moved into non-COGS categories."

Impact Target

4% Margin Gain

Revenue Recovery

Use Case 04
Narrative Trace

"Flagged a server-level reopen/delete pattern linked to abnormal void and comp behavior."

Impact Target

2% Gross Recovery

Labor Productivity

Use Case 05
Narrative Trace

"Identified shift overlap during low-traffic windows and reduced labor waste by 12%."

Impact Target

10% Efficiency Gain

Shrinkage Detection

Use Case 06
Narrative Trace

"Found 9% steak variance tied to prep-yield loss that never hit formal waste logs."

Impact Target

15% Waste Reduction

"The MGE is a Financial Firewall for your enterprise."