AI changed the speed of product development

Companies have long shaped their B2B marketing organizations around a core assumption: Product development would always be the time-intensive part of the business, with development timelines expected to stretch over months or even years. Since marketers couldn’t create a campaign for software that didn’t yet exist, organizations built their plans around the product calendar. CMOs sequenced their decisions based on launches, giving marketing teams time to staff up appropriately, negotiate agency contracts, and move campaigns through layers of creative, executive, and legal approvals. Sales and marketing had time to fully prep for each major launch. AI has inverted that assumption. The bottleneck has moved from developing the product to bringing it to market, and the organizational structures built around the old constraint are now a liability. Most companies haven’t reoriented their organizations for this new reality, and I predict this mismatch will become one of the defining management problems of 2027. Here’s what leaders need to consider as they redesign their organizations. FASTER CREATION, BUT SLOWER COORDINATION AI is enabling engineers to prototype, test, and ship software …

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