Artificial Intelligence has quickly become one of the most powerful accelerators marketing has ever had. There is no doubt that Gen AI tecnologies are expected to shape the future of marketing for companyies. Used well, it sharpens execution, unlocks efficiency and expands creative possibilities. Used poorly, it quietly erodes trust, weakens brands and forces painful strategic reversals. Recent years' examples make this contrast clear.
Lead management in B2B has evolved into a systems challenge that spans teams, platforms and the entire revenue lifecycle. It is a complex engineering discipline that requires a holistic, lifecycle-driven approach rather than a simple marketing-to-sales handoff. In a recent strategy session, we examined what it takes to build a lead management engine today. We concluded that many organizations are still attempting to solve 2026 problems with a 2010 mindset.