7,000+ monthly loads
Founder-reported deployment volume for the earlier post-booking desk.
RESULTS / EVIDENCE WITH ITS BOUNDARY
Make the result clear.
Make the basis clearer.
The earlier Mavline post-booking desk provides operating experience for the next product generation. These figures do not establish full order-to-cash OS production performance.
Mavline OS is in development. Earlier desk figures are founder-reported, not independently validated.
EARLIER DESK / REPORTED FIGURES
A foundation for the build.
3–4 minutes per load
Founder-supplied estimate of operator effort saved in the earlier workflow.
350–467 hours
Modelled capacity at 7,000 loads: 7,000 × 3–4 ÷ 60 = 350–466.7 hours, rounded. Not verified payroll savings.
METHODOLOGY & LIMITATIONS
What is—and isn’t—known.
| Measurement item | Available information |
|---|---|
| Product generation | Earlier post-booking desk; not the full Mavline OS. |
| Workflow scope | Founder-described tracking, follow-up, exception handling and POD collection. |
| Reporting period | Not supplied. No date range is asserted. |
| Sample & eligibility | 7,000+ monthly loads reported. Underlying records and eligible-load definition were not supplied. |
| Baseline & method | 3–4 minutes supplied by the founder. Timing method, comparison baseline and attribution detail were not supplied. |
| Review & rework | Treatment in the estimate is not established. A future evaluation must measure and subtract review, corrections and supervision. |
| Observed vs modelled | Volume and time estimate are founder-reported. The monthly capacity range is arithmetic, not an independently observed result. |
| Financial meaning | Capacity, avoided expense, payroll savings and realized contribution are separate measures. No cash-saving guarantee is inferred. |
| Client identity | Confidential. No customer endorsement or independent audit is claimed. |
A BETTER EVALUATION
Agree the scorecard before the work starts.
Net time
Define eligible work and baseline; subtract review, rework and supervision.
Financial progress
Measure identified, approved, invoiced and collected amounts separately. Use reconciled AR/AP records.
Reliability
Test wrong documents, conflicting facts, duplicate events, permission failures and uncertain outcomes.
START WITH YOUR OPERATION
See where your work
could flow better.
Explore the OS with the founder. Discuss one workflow, your existing systems and the control your team needs.
Book an OS walkthrough ↗No production access or confidential documents needed for the first conversation.