Architectures that scale revenue, integrate AI, and automate delivery. Select a domain to explore the playbooks.
Unvarnished observations on transformation, AI, and the messy reality of scaling teams.
Most organizations have run at least one AI automation pilot. Most of those pilots either stalled at proof-of-concept or created more process complexity than they removed. The gap is not a technology gap. It is a scoping gap. Here is what AI workflow automation actually does well - and where it consistently breaks down.
AI now handles QBR prep, account summaries, and health score alerts. The CSM skills that got you hired are not the ones that keep you relevant. Here is what actually matters in 2026 - and why most teams are still training for the wrong job.
