How to Launch an AI Lead Qualification Pilot That Delivers ROI
A staggering 95% of generative AI pilots fail to deliver ROI, with just 5% making it into production. AI can speed up lead qualification and improve GTM efficiency in measurable ways, yet most experiments stall before they can prove value. The problem is not the...
Beyond the Hype: A RevOps Framework for Measuring AI in Marketing Operations ROI
The pressure is on. A recent Deloitte survey found that 84% of leaders investing in AI say they are gaining ROI from their efforts. For marketing and revenue leaders, this sets a new standard: proving the value of AI is no longer an option, it’s the mandate. The...












