Our core operational software vendor is offering an AI add-on that costs an extra fifty dollars per user per month. How should our leadership team run a thirty-day pilot to measure actual ROI before committing to that recurring seat tax?

Question

Tyler Smith · Accepted Answer

Software vendors are adding light AI layers to their software and charging steep per-seat premiums, betting that leadership teams will pay out of fear of falling behind. Never roll out an expensive software tier across your entire company based on vendor promises. You evaluate an AI add-on the same way you evaluate a new hire: by measuring measurable output against hard operational costs.

To audit whether an AI add-on is worth the money, run a disciplined thirty-day pilot:

- Select a test cohort of three to five productive operators. Do not give the tool to low performers hoping it will fix basic execution issues. Give it to people who already understand and follow your documented Core Processes.
- Pick two measurable Scorecard metrics to track. If this is a project management or customer service tool, baseline your current cycle time, tickets closed per day, or turnaround hours before the test begins. Track those exact numbers weekly for thirty days.
- Measure capacity created, not user sentiment. At the end of the trial, do not ask the cohort if they like the tool. Ask them how many specific hours of low-value administrative work were eliminated, and verify whether that time was redirected into billable delivery or strategic tasks.
- Run the financial equation. If five users pay sixty extra dollars a month, that costs three hundred dollars monthly. If those users cannot document at least four times that value in recovered operational time or avoided contractor expenses, cancel the trial.

Treat technology upgrades as operations-improvement projects. If the math does not show up on your Scorecard, decline the upgrade and keep your margins intact.