Critical Systems Review:
Critical Systems Review is a series of commentary where I explore the sectors, technologies, and market themes I am spending the most time on - viewed through the lens of what CliffCap cares about most: category-defining companies that unlock step-function improvements in human performance, system efficiency, and critical infrastructure. Each edition offers a structured, opinionated view on how an industry or trend is evolving - where the inflection points are, what dynamics are driving change, and what I think that means at the company and investment level. The scope is intentionally broad. Some pieces focus on category lifecycles within a single vertical. Others look at emerging technologies, shifting competitive landscapes, or structural changes in how industries operate. The common thread is a frameworks-first approach to understanding complex systems as they develop in real time, not in hindsight.

