When to Use Cowork, Switch Model Families, or Change Effort
Cowork, model family, and effort fix different failures. How to diagnose which dial a Claude problem needs, and why autonomy raises the model bar.
ReadClaude set up with your IT team, training on your own documents and tasks in your office, then weekly office hours until your team is writing and sharing its own skills.
Leadership has decided AI matters, a few people have tried Claude on their own, and nobody's sure what to do next. The training answers that with your actual work, not a generic course.
A team that uses Claude on its own work. At Icelandic Glacial, finance and production went from first use to writing and sharing their own skills in weekly sessions.
Bars to scale; the track is the 70 assigned seats. Icelandic Glacial's figures, from its Claude admin analytics for the 90 days to September 24, 2026.
Often the training turns up a problem worth building for. When it does, we build it with the same team, and the training continues around what gets built. Lone Star trained every role first, then got the app. At IMRIS, an engineer in the pilot group went on to build the extraction tools himself.
A surgical imaging manufacturer's engineer built two extraction tools with Claude Code inside a controlled Microsoft environment. Case study

A bottled-water company went from scattered Claude accounts to one company-wide workspace, with NetSuite, Vividly and Kuebix connected. Case study

A Houston process-serving firm retired a 12-step manual onboarding routine for an app built with Claude. Case study