Scott Brinker

Build Systems for Exponential Growth, Not Linear Output

Fantastic article by John Maeda on building systems for exponential growth vs. merely delivering ouputs that track to linear growth — and why this distinction is crucial in the AI Age. -- LINEAR GROWTH: "Linear growth is steady and visible. You ship something every quarter. Metrics move predictably. Dashboards look healthy. Progress is easy to explain. Bosses like linear growth because it produces immediate, legible output. You can point to what was delivered this week, this month, this quarter. It fits how performance reviews, planning cycles, and board decks work. Linear growth is about incremental improvement." EXPONENTIAL GROWTH: Exponential growth behaves very differently. Early on, output is low. Progress is uneven. Experiments fail. Results are hard to summarize. When you’re building toward exponential growth, most of the work is invisible. You’re not optimizing outputs. You’re designing systems — and systems take time before they show leverage. From the outside, this looks inefficient. From a management perspective, it can look like underperformance. That’s why exponential efforts often die early. They don’t survive the question: “Show me the output.” -- I can't help but relate this to my newsletter post from Friday about the shift in SaaS — shipping features is very LINEAR — toward context-as-a-service (CaaS) platforms that are about enabling an ecosystem that grows EXPONENTIALLY. Link to John's article on Medium in the comments. #martech #marketing #AI