AI Access Request ROI
By Paige Gilmore, Founder, NetLift · Published 2026-07-28 · Updated 2026-08-07
Automating AI access requests saves approximately 35 minutes per task, resulting in a net monthly value of $3,875 for a typical volume of 100 requests. With an AI cost of $500 per month, the investment typically pays back in approximately three days.
AI access request automation delivers immediate ROI by reducing the time required to process permissions and provision tools. When processing 100 tasks per month, the net value reaches $3,875 after accounting for license and usage costs, assuming a loaded staff cost of $75 per hour.
The primary value driver is a 58-hour monthly reduction in manual effort. By lowering the time per task from 60 minutes to 25 minutes, organizations can redirect over a week of labor capacity toward higher-value operations.
Workflow ROI worked example
Worked example for AI Access Request ROI using stated NetLift assumptions. The table below is illustrative — to run this calculation with your own numbers, use the free AI ROI calculator:
| Input (stated assumption) | Value |
|---|---|
| Tasks per month | 100 |
| Time without AI (per task) | 60 min |
| Time with AI (per task) | 25 min |
| Loaded staff cost | $75/hour |
| AI cost per month (licences + usage) | $500 |
| Computed result | Value |
|---|---|
| Hours saved per month | 58 h |
| Labour value of time saved | $4,375 / month |
| Current net value | $3,875 / month |
| Payback | about 3 days |
Every input above is an assumption until you track real work. In NetLift the same calculation runs on verified time blocks, so the result carries an Evidence Quality grade instead of being an estimate.
How is the net value calculated?
Net value represents the labor value of time saved minus the total cost of the AI solution. In this workflow, saving 35 minutes per task across 100 monthly requests creates $4,375 in labor value. After subtracting the $500 monthly AI cost (covering licenses and usage), the resulting current net value is $3,875.
What does the payback period indicate?
The payback period shows how quickly the realized net value covers the AI costs. For AI access requests, a three-day payback indicates that efficiency gains outweigh the monthly expenditure almost immediately. This rapid return makes the workflow a strong candidate for the 'Expand' or 'Continue' decision states in a value management framework.
To move beyond estimates, NetLift measures verified time blocks to assign an Evidence Quality grade to your ROI. By comparing actual work duration against objective baselines, you can determine if a workflow spend is truly paying back. This deterministic model focuses on work outcomes rather than employee surveillance, ensuring data is used for value management rather than monitoring.
Frequently asked questions
How does labor cost impact the ROI of access requests?
The model uses a loaded staff cost of $75 per hour to value saved time. If your internal costs are higher or lower, the labor value and net return will scale accordingly.
What costs are included in the net value calculation?
Net value accounts for the full AI cost per month, which includes licenses and usage. In the worked example, these costs total $500.
Is this calculation based on estimates or real data?
The worked example uses stated assumptions, such as 60 minutes for manual tasks. In practice, NetLift tracks real work to move the Evidence Quality grade from 'Estimate Only' to 'Verified' based on sample size and recency.
Does measuring this ROI require employee surveillance?
No. The methodology measures work and value through verified time blocks. It does not use keystroke logging, screenshots, or browser monitoring.
About the author
Paige Gilmore is the founder of NetLift, the AI Value Management platform that helps organisations measure the cost, savings and return of AI adoption. Paige Gilmore on LinkedIn