responsibility networks

Digital Planet

Nov 12, 2026 · Industry Insights

AI Finds the Talent, But Who Designs the Work?

This article explores why AI-powered skill identification alone fails to initiate work, using a margin diagnosis case study to show how task structuring, explicit contracts, and responsibility networks bridge the gap between finding capable people and delivering results.