UserTesting reposted this
CFOs want to see the evidence that AI is paying off ... but the true transformative effects of AI won't be felt in the P&L for 2+ years. So how do you prove immediate wins - while buying yourself some time to achieve real transformation? Michael J Domanic calls this "squishy vs. hard ROI." At our AI:ROI Conference, he gave some good advice for reporting on both: 1. Hard ROI = Pick one workflow, measure before/after, and connect to revenue. Focus on specific deployments (not "AI" broadly). Measure the baseline metric, track improvement post-deployment, and translate it to dollars. Example: UserTesting's BDR GPT increased discovery call conversion by 60% in 3 months - then doubled again. 2. Squishy ROI = Build organizational belief through widespread experimentation. Give broad access and be okay with unmeasurable wins. UserTesting employees built 800+ custom GPTs - most didn't drive measurable business value, but they created "aha moments" that engaged employees and built AI fluency across the organization. 3. Use hard ROI to justify squishy ROI investments. When leadership questions whether all those AI licenses were worth it, point to your top 3-10 measured wins. Then explain: "These only happened because we gave everyone access to experiment and learn." UserTesting is a great example of a company doing both. If you know of others, tag them - we'll book them to speak at the next conference.