Ting Guides · For the CFO
Why isn't the time AI frees the same as money saved?
The short answer
Because salaries don't fall when hours are freed: the same people are still on the payroll. Freed time is capacity. It becomes value only when you move it to work that brings revenue or serves customers. Cash is saved only when a real cost stops, such as overtime you no longer pay or a hire you no longer need.
Reviewed by Badr Al-RashedUpdated
What it depends on
Whether anyone planned where the freed hours go
Hours freed without a plan spread into other work with no visible effect. Decide before the project which work the freed hours will move to, and who will check that they did.
Your own cost per hour
Use your company's figure: an employee's total monthly cost divided by their working hours in the month, from your own payroll. Don't borrow an industry average, and don't let a vendor's estimate stand in for it.
Which costs can actually stop
Only overtime that is no longer paid, and temporary or planned hires that are no longer needed, turn into cash. Check them in the attendance and payroll records, not in the project's estimate.
Who reports each number
Finance should own the cash number. The department that runs the work owns the freed-time and capacity numbers, because only it knows where the hours went.
What are the three numbers, and why not add them up?
Each number answers a different question, and each shows up in a different place in the business.
| Number | What it measures | How you work it out | Where it shows up |
|---|---|---|---|
| Freed time | Hours the team no longer spends on the task | People doing the task × hours saved per person per week × working weeks in a month | Nowhere in the accounts by itself |
| Capacity used | Freed hours that moved to work that brings revenue or serves customers | Freed hours × the share that really moved | In revenue or service levels, not in payroll |
| Cash saved | Money that no longer leaves the company | Overtime hours no longer paid × overtime cost per hour, plus hires no longer needed × monthly cost of each role | In the payroll and hiring budget |
The formulas, ready to paste
Formulas, in wordsWorking weeks per month = 52 ÷ 12 = 4.33
Freed hours per month = people doing the task × hours saved per person per week × 4.33
Value of freed hours (capacity, not cash) = freed hours per month × your cost per hour
Capacity used per month = freed hours per month × share moved to revenue or customer work
Hours with no known destination = freed hours per month − capacity used per month
Cash saved per month = (overtime hours no longer paid × overtime cost per hour) + (hires no longer needed × monthly cost of each role)
Cash saved per year = cash saved per month × 12
Your cost per hour = an employee's total monthly cost ÷ their working hours in the month, from your own payroll.
The reporting rule
Six people, three hours a week each
ExhibitWorked example
The shipment-scheduling team at Rasikh Logistics, part of the fictional Rasikh Holding, where automation saved a few hours a week. The inputs are non-financial only, so no salary appears.
One month, the same team
- 78 h
Freed time
Shows up in Nowhere in the accounts by itself
- 47 h with no known destination31 h
Capacity used
Shows up in Revenue and service levels, not payroll
- 0
Cash saved
Shows up in Payroll and the hiring budget
| Measure | Value | How it was worked out |
|---|---|---|
| People doing the task | 6 | Input |
| Hours saved per person per week | 3 | Input |
| Freed hours per month | About 78 | 6 × 3 × 4.33 = 77.94 |
| Share moved to revenue or customer work | 40% | Input: what really changed in the team's schedule |
| Capacity used per month | About 31 hours | 77.94 × 40% = 31.18 |
| Hours with no known destination | About 47 hours | 77.94 − 31.18 = 46.76 |
| Overtime no longer paid, hires no longer needed | 0 and 0 | Nothing has stopped yet |
| Cash saved per month | 0 | No real cost has stopped |
The decisionAbout 78 freed hours a month, and zero cash saved. The capacity is real, but it becomes a saving only when overtime or a planned hire actually stops.
Questions people ask
Should freed hours count in an AI business case?
What hourly cost should we use?
When does freed time become cash?
What Ting does and doesn't do here
What we do
- In the AI Transformational Audit we map where the time goes in your workflows today, before anyone estimates a saving.
- We report freed capacity and cash savings separately for each opportunity, and name what would have to stop for cash to be saved.
Where Ting helps: AI Transformational Audit
What we don't do
- We don't promise a return or a savings figure before measuring.
- We don't count freed time as cash in a business case.
