The Contributor Framework
Three Buckets.
One Principle.
Every task in your organization falls into one of three buckets. Know which bucket it belongs to, and you know exactly what to do with it.
The Principle
AI is not replacing workers. It is reclassifying work. The organizations that understand this distinction will thrive. The ones that don't will hemorrhage talent chasing automation theater.
The Contributor Framework gives you a simple, repeatable system: classify every task your organization performs into three buckets based on the cognitive demand required. Then apply the right strategy to each bucket.
Digital tasks get fully automated. Judgment tasks get AI co-pilots with human approval. Contributor tasks get protected, elevated, and compensated as the irreplaceable value they are.
The result: your people stop doing robot work. Your AI stops pretending to think. And your organization gets something neither can deliver alone.