Data-readiness assessment
Show which records are missing before a variance claim is made.
Why this problem matters
Wastage cannot be diagnosed from sales alone. It requires standard recipes, purchase units, yield, opening stock, closing stock and exception records.
Private evidence collection
Store source files in a user-restricted bucket for governed review.
Future outlet linkage
The data model can relate diagnosis sessions and evidence to a business and outlet.
What MAUZOP will not falsely claim
- The base package does not automatically calculate recipe-to-stock variance
- File storage is not authenticity verification
- Malware scanning requires an external security service
Frequently asked questions
Can MAUZOP detect theft today?
It must not claim theft from incomplete data. It can flag mismatches only after a validated expected-versus-actual model is implemented.
What data is required?
At minimum: standard recipes, sales quantities, purchases, unit conversions, opening stock and closing stock for the same period.