AI productivity tools fail to drive sales value for most organizations

Research from Gartner indicates that while AI productivity tools can save B2B sales representatives nearly five hours per week, 72% of sales organizations fail to reinvest that saved time into high-value selling activities. Instead, the time is often lost to low-quality administrative tasks, leaving actual selling time at only 25% to 35% of the work week.

Effective productivity tools must solve genuine workflow problems rather than merely providing a sense of progress through setup. A tool is considered worthwhile if the time saved exceeds the time required to learn and maintain it. Many organizations struggle because they attempt to solve underlying execution and prioritization issues with software, which often results in tools that merely organize existing inefficiencies rather than eliminating them.