AI Customer Support Tools ROI B2B 2026: What Changed?

AI customer support ROI analytics dashboard

B2B support teams are discovering that AI customer support tools ROI is not determined by how many conversations an AI agent handles. It is determined by what happens financially after the conversation: Was the ticket actually resolved? Did the customer avoid another contact? Did an agent spend less time on the case? Did the account […]

AI Customer Support Tools ROI B2B 2025 2026 Exposed

B2B team reviewing AI customer support ROI dashboard showing resolution rate, cost per ticket, and revenue growth.

Most AI customer support tools ROI claims fall apart under CFO scrutiny for one reason: they count hours saved instead of outcomes delivered. A support leader can show that an agent handled thousands of conversations. However, if none of that time maps to a ticket closed, a renewal saved, or a hire avoided, finance calls […]