Atlanta-based revenue technology company Salesloft released its 2026 Revenue Benchmark report on September 2, based on a survey of 500 U.S. sales and revenue decision-makers. The survey found that every organization surveyed now uses artificial intelligence somewhere in its revenue process, but only about one in five respondents describe their AI strategy as production-ready with measurable outcomes. Another 28 percent said their organizations remain in the experimentation stage.
The report ties AI maturity to whether tools are embedded in daily workflows and connected to measurable revenue or efficiency outcomes, rather than simply counting how many AI use cases a company has adopted. More than a third of respondents said they favor a guided approach in which AI can recommend or take action while a human retains final oversight.
The benchmark also highlighted operational friction that AI adoption has not resolved. Updating customer relationship management records was the most commonly cited administrative bottleneck, named by 37.6 percent of respondents, and more than half said the loss reasons entered into their systems are based mostly on subjective seller reporting rather than verified data.
Salesloft chief executive Steve Cox said revenue teams no longer lack access to AI tools, and that the more pressing question is what results those tools actually produce.
The findings arrive as Salesloft, headquartered in Atlanta's Fulton County, also unveiled a new global brand identity following its merger with revenue intelligence company Clari, positioning the combined company around what it calls a Predictive Revenue System.
Source: GlobeNewswire - https://www.globenewswire.com/news-release/2026/09/02/3354910/0/en/ai-use-reaches-100-among-u-s-revenue-leaders-surveyed-but-only-1-in-5-report-production-ready-ai.html