Calculate human supervision capacity for an AI agent
calculate_human_supervision_capacityCalculate review and escalation workload, required FTE, available headroom or backlog, monthly labour cost and sustainable case volume. Use this before production rollout to test whether the stated human-oversight model is operationally credible; the result uses averages and is not a queueing simulation.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| sample | Yes | Share of all cases selected for routine review, in percent. | |
| volume | Yes | Agent cases per month. | |
| hoursDay | Yes | Paid hours per working day. | |
| workdays | Yes | Working days per month. | |
| reviewers | Yes | Available reviewer FTE. | |
| hourlyCost | Yes | Fully loaded reviewer hourly cost, in the chosen currency. | |
| utilization | Yes | Share of paid time available for review and escalation, in percent. | |
| reviewMinutes | Yes | Minutes per routine review. | |
| escalationRate | Yes | Share of cases escalated, in percent. | |
| escalationMinutes | Yes | Minutes per escalation. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes | ||
| units | Yes | ||
| inputs | Yes | ||
| source | Yes | ||
| api_url | Yes | ||
| license | Yes | ||
| results | Yes | ||
| updated | Yes | ||
| version | Yes | ||
| formulas | Yes | ||
| language | Yes | ||
| warnings | Yes | ||
| assumptions | Yes | ||
| canonical_url | Yes | Cite this URL. | |
| interpretation | Yes | ||
| schema_version | Yes | ||
| methodology_url | Yes |