US$2.38M
Modelled gross annual benefit
Sum of the four benefit mechanisms at current inputs.
Enterprise Economics
What a Single Enterprise Customer Gains
Market size only matters if an individual enterprise can justify the expenditure. Every benefit line below is a modelling assumption the reader can change, and each formula is stated in full.
440%
First-year return on investment
Net first-year benefit divided by first-year cost.
2.2 months
Payback period
First-year cost divided by average monthly gross benefit.
5.4×
Benefit-to-cost ratio
Gross annual benefit relative to first-year cost.
Model inputs
All values are editable. Defaults are internal modelling assumptions and are not asserted as published benchmarks.
US$
Minutes saved per workflow
1.5 min
Rework rate
3.0%
US$
Rework reduction achieved
30%
US$
Downtime reduction achieved
8%
Audit-hour reduction achieved
45%
US$
US$
US$
Benefit and cost breakdown
Technician productivity recoveryUS$351,000
Rework avoidanceUS$680,400
Downtime reductionUS$1,152,000
Audit-preparation reductionUS$192,375
Gross annual benefitUS$2,375,775
Annual platform cost− US$320,000
One-off implementation cost− US$120,000
First-year net benefitUS$1,935,775
Recurring annual net benefitUS$2,055,775
Recurring return on investment642%
Hours returned to the workforce4,500 hours
Modelled output based on selected assumptions.
First-year benefit against cost
Positive bars are modelled benefits; the negative bar is total first-year cost.
Calculated
Source: Internal TorqueSpec AI modelling assumptions · Base year 2026 · Accessed 2 August 2026
Formulas used on this page
- Technician productivityworkflows per year × minutes saved per workflow ÷ 60 × fully loaded hourly cost
- Rework avoidanceworkflows per year × rework rate × cost per rework event × rework reduction
- Downtime reductionunplanned downtime hours × cost per downtime hour × downtime reduction
- Audit preparationaudit hours × audit-hour reduction × fully loaded audit hourly cost
- First-year return on investment(gross annual benefit − first-year cost) ÷ first-year cost
- Payback periodfirst-year cost ÷ (gross annual benefit ÷ 12)