5/27/26 AI is reshaping the SaaS market—but not all SaaS is equally vulnerable. A new approach argues that the most defensible platforms are those powered by “pooled, predictive” data: systems that aggregate operational intelligence across thousands of customers and use it to solve complex, judgment-heavy problems like cybersecurity threat detection, fraud prevention, and predictive maintenance.
AI will commoditize workflow and record-keeping software built on internal data, but SaaS vendors with proprietary context may become even more valuable. Executive should consider a business case that includes risk avoidance and the value of highly knowledgeable labor and not just license fees.
https://hbr.org/2026/05/ais-impact-on-saas-will-be-uneven-heres-what-leaders-need-to-know?ab=HP-hero-latest-1