Research, methods, and operating notes from client work.
AI collapses the cost of building software. That changes two things at once: how many people a product team needs, and where engineering can afford to go. Two transformations, one enabler, and the operating model that makes them work together.
By Connor Holm
Read PostThe enterprise is moving away from standalone chatbots toward agentic orchestration — autonomous systems that execute complex workflows across departments. This shift requires a redesigned operating model and a data foundation built to support it. Without one, the 85% AI project failure rate is not a cautionary statistic. It is your forecast.
By Connor Holm
Read PostWe reviewed analyst reports and operations studies to see where teams actually gain time and margin. This post is a plain-language walkthrough of the benchmark assumptions we used.
By Connor Holm
Read Post