How do we run a pilot program to measure the actual ROI of a new AI software subscription before we roll it out to the entire department and commit to annual licenses?

Question

Tyler Smith · Accepted Answer

Do not buy licenses for your entire company based on a software demo. To protect your budget and ensure adoption, you must run a structured, time-bound pilot program with a small control group.

Start by selecting two or three team members who have high conative drive and a strong track record of process adherence. These will be your pilot testers. Do not select your most tech-savvy rebel, as their results will not represent the average user on your team.

Define a strict thirty-day window for the pilot. Identify the specific workflow the tool is designed to improve, such as drafting project proposals or coding invoices. Before the pilot starts, establish a baseline metric. Measure how long this workflow takes your testers to complete manually.

During the pilot, have your testers use the tool exclusively for that workflow. Track the actual time saved, but also track the error rate. AI tools often speed up the initial draft but can increase the audit time if the output is low quality.

At the end of the thirty days, calculate the net capacity gain. If the tool saves each user four hours per week, and the software costs thirty dollars per user per month, the ROI is obvious. If the time savings are eaten up by extra quality control steps, kill the tool during your next Level 10 Meeting™ and move on.