AI Talent Development Needs More Than Training: Designing Change Agents into 'Teams'

AlphaDrive's AX research division, AX for Revenue Institute, along with POT Institute, released a joint research report titled 'AI Talent Development Needs More Than Training: Designing Change Agents into Teams' (White Paper No. 7) in June 2026, available for free download.

The report addresses the issue where, despite the spread of AI literacy training, new revenue streams fail to emerge. It suggests redefining AI talent development from individual skill-building to designing teams capable of generating 'PI' (Primal Intelligence). PI is described as human-exclusive wisdom that triggers 'AI Mutation' when injected into AI.

A core argument is that 'PI Injection'—the process of creating new revenue hypotheses by injecting human intuition into AI—requires a team of diverse talent rather than a single genius. The report outlines five essential team functions: initiating 'crazy' ideas, identifying field insights, logical structuring, engagement, and implementation. It also introduces a framework of '4 categories, 19 items, and 5 styles with 40 traits' to identify change agents, while emphasizing the role of psychological safety. The full report can be downloaded from their website.