| Data Acquisition and Field Network Costs |
Variable |
Model at 8% of revenue in the first year because field audit activity rises with paid store coverage. |
Treating travel-like field network spend as fixed even when audit volume changes. |
| Cloud Computing and AI Processing Fees |
Variable |
Model at 4% of revenue in the first year because image review, data processing, and usage scale with audit activity. |
Using a flat monthly number and missing usage spikes from larger retail programs. |
| Corporate Office Rent |
Fixed |
Include $6,500 per month across the planning range, regardless of monthly audit volume. |
Allocating rent per audit and making break-even look easier at low volume. |
| Enterprise Software Licenses |
Fixed |
Include $2,800 per month as committed software overhead for the operating base. |
Treating software as fully variable when the contracts are monthly. |
| Professional Legal and Accounting Services |
Fixed |
Include $3,200 per month as recurring back-office support needed before revenue scales. |
Leaving it below the line and understating the monthly break-even hurdle. |
| Business Insurance and Liability |
Fixed |
Include $1,400 per month because coverage is needed whether the month has few or many audits. |
Dropping insurance from operating break-even because it does not tie to one client. |
| Executive payroll |
Fixed |
Include Chief Executive Officer and Chief Technology Officer salaries as stable monthly overhead during the model period. |
Spreading executive pay across jobs and hiding the true base burn. |
| Sales, data science, and customer success headcount |
Semi-fixed |
Step expense up as full-time equivalent staffing rises to support more customers, analytics work, and onboarding load. |
Modeling headcount as a smooth percentage of revenue instead of hiring in blocks. |