← All Categories
Internal AI Adoption
Thoughts and practical lessons on helping AI spread and take root inside organizations. I write about adoption, training, enablement, and day-to-day operations based on real experience.
Articles
Internal AI Adoption Does Not Move Forward with Training Alone
In this rollout, sharing why AI mattered before training turned out to be especially important. Based on a real rollout in an organization of about 70 people, this post looks back on meaning-making, access distribution, and usage observation.
Read moreThe First Step in AI-Driven Process Improvement Is to Break Down the Workflow
A common first move in AI-driven process improvement is to look for tasks AI can replace. This article argues for a different starting point: break the workflow down first, redesign as much of it as possible deterministically, and use AI only where it truly belongs.
Read more