Industry Insights

AI productivity tools are expanding at an unprecedented pace. New platforms promise faster writing, smarter task management, better scheduling, and automated workflows. Yet beneath this rapid growth lies a structural…

AI agents are not simply another layer on top of existing SaaS tools. They represent a structural shift in how software is used, coordinated, and experienced. For over a decade,…

Operations teams have traditionally been responsible for coordination, execution oversight, and process stability. Their work ensured that systems ran efficiently, deadlines were met, and communication gaps were minimized. Today, AI…

Over-automation in knowledge work is often framed as progress. More tools, more workflows, and more automation layers are assumed to lead to higher efficiency. In practice, the opposite frequently happens.…

AI automation is no longer defined by individual tools that perform isolated tasks. Instead, it is evolving into systems that manage entire workflows from start to finish. This shift is…

AI assistants were an important step forward. They helped users write faster, summarize information, and automate small tasks. But assistants were never designed to change how work is structured. They…

Over the past decade, I’ve watched SaaS products multiply at an incredible pace. Each new problem seemed to require a new dashboard, a new subscription, and a new workflow to…