Manual work and AI agent costs: comparing a process in an SME
Comparing a person's salary with a tool subscription gives an incomplete picture. A person handles multiple tasks, responsibilities and decisions that an agent does not necessarily take over. To decide, compare the cost of a specific process before and after a pilot, including the human work that remains.
Define what is actually comparable
Choose an identifiable task: preparing a report, sorting case documents or organising quote follow-ups. Describe its volume, expected quality, exceptions and reviewers. The scope must remain the same between the initial measurement and the pilot.
Use your own data to value working time. Employer costs vary by contract and situation: this guide provides neither contribution rates nor payroll estimates. Your payroll service or adviser can provide the relevant basis for your calculation.
Costs to include in each option
Comparative
Item
Processing
Current process
Time spent searching, preparing and entering data
Process with automation
Tasks that remain manual and actions prepared by the system
Item
Control
Current process
Current review and corrections
Process with automation
Reviewing outputs, exceptions and corrections
Item
Set up
Current process
Training and tools already needed
Process with automation
Scoping, integrations, testing and training for the new process
Item
Operation
Current process
Existing licences and monitoring
Process with automation
Third-party services, usage, hosting and maintenance
Item
Incidents
Current process
Rework and delayed cases
Process with automation
Alerts, diagnosis, manual recovery and connection updates
| Item | Current process | Process with automation |
|---|---|---|
| Processing | Time spent searching, preparing and entering data | Tasks that remain manual and actions prepared by the system |
| Control | Current review and corrections | Reviewing outputs, exceptions and corrections |
| Set up | Training and tools already needed | Scoping, integrations, testing and training for the new process |
| Operation | Existing licences and monitoring | Third-party services, usage, hosting and maintenance |
| Incidents | Rework and delayed cases | Alerts, diagnosis, manual recovery and connection updates |
Measure net time rather than an advertised saving
In a hypothetical example, a task takes five hours per week before the pilot and two hours afterwards, including review and corrections. The saving is three hours per week. Across forty comparable weeks, that represents one hundred and twenty hours. These durations illustrate the calculation; they are neither a client result nor a Partna promise.
Net time saved = total time before − total time after, including supervision and corrections. Value of time freed up = net time saved × the hourly value chosen for your decision.
Freed-up time is not automatically a cash saving. It can help process more cases, reduce delays or improve quality. Distinguish these benefits from an expense actually eliminated, to avoid counting the same value twice.
Compare value with the system's full cost
- 1Define the comparison period and expected volume.
- 2Gather setup costs and expected recurring expenses.
- 3Include the human interventions needed to operate the system.
- 4Compare a conservative scenario with one where volume changes.
- 5Set thresholds for continuing, adjusting or stopping before expanding the pilot.
The quote must distinguish what Partna installs, third-party services and the maintenance scope. Higher usage, software changes or a new process can affect the cost. This guide cannot establish a universal price or automatic return on investment.
When a simpler solution is enough
A native CRM feature or conventional workflow may be preferable if rules are stable. Read the comparison of SME automation tools, then our method for automating administrative tasks. A custom AI agent deserves a pilot when understanding context brings measurable value.
Conclusion
To remember
A useful comparison covers a process, a quality level and the full cost. Measure before scaling, include the human work still needed and distinguish time freed up, extra capacity and actual savings.