The net value of an IT help desk agent is $4,458 per month when handling 1,000 interactions with a 65% success rate. This figure accounts for a $1,500 monthly platform cost and the 2 minutes of human review required for every successful resolution. At a loaded staff cost of $55 per hour, the agent generates $5,958 in labour value by saving 12 minutes of staff time per outcome.
Escalation and rework are essential components of the total cost. With 35% of interactions currently escalated to staff, the efficiency of the agent is measured by the net staff time saved—108 hours per month—rather than just the volume of tickets closed. Accurate ROI tracking requires accounting for the human labor still required to support the AI.
Agent ROI worked example
Worked example for IT Help Desk Agent using stated NetLift assumptions:
| Input (stated assumption) |
Value |
| Interactions handled per month |
1,000 |
| Accepted / successful outcomes |
65% |
| Escalated to a person |
35% |
| Staff minutes saved per accepted outcome |
12 min |
| Human review per accepted outcome |
2 min |
| Loaded staff cost |
$55/hour |
| Agent platform cost per month |
$1,500 (stated assumption) |
| Computed result |
Value |
| Successful outcomes per month |
650 |
| Cost per successful outcome |
$2.31 |
| Net staff time saved |
108 h / month |
| Labour value of time saved |
$5,958 / month |
| Current net value |
$4,458 / month |
Escalation, review and rework are part of the true cost of an AI agent. Track them — an agent that resolves fewer tickets with less rework can beat one that closes more tickets badly.
What is the true cost of a successful outcome?
In this model, the cost per successful outcome is $2.31. This is a deterministic calculation that includes the technology platform cost and the human labor cost for review. Measuring the cost per outcome helps operations leaders identify if an agent that resolves fewer tickets with higher accuracy is more valuable than one with high volume but high rework requirements.
How does escalation affect the bottom line?
When 35% of interactions are escalated to a person, the human cost of the help desk remains a significant factor in the total spend. Net value is only realized when the labor value of time saved exceeds the combined cost of the agent license and the time spent on review or rework. This data allows department leaders to decide whether to Expand, Continue, or Improve the specific AI deployment.
NetLift measures the actual work performed by comparing time saved against a verified baseline, rather than relying on self-estimates or individual productivity metrics. By grading the evidence quality of these savings, NetLift provides a clear decision state—such as Expand or Review—to ensure AI spend delivers a measurable payback without resorting to employee surveillance.
Sources
All pricing on this page comes from official vendor pages: