Enterprise Talent Reviews Application Scenario Example

The Challenge

Managers recognize differences in team members' performance but struggle to turn impressions into shared development priorities. Someone may be seen as 'having potential' without clarity about which behavior to develop.

Required Data

Role tasks, assessment and competency information, work results, manager observations, and the person's own preferences. Mark missing information explicitly; do not use AI to turn gaps into a complete story.

How the Method Is Applied

Use role requirements to organize competencies and behaviors, then bring known information into a shared discussion framework. AI helps prepare summaries and follow-up questions; managers and professionals check which judgments have evidence and which still need verification.

Possible Outputs

A few clear development priorities, one work-based practice task, the manager support needed, and a review date. For example, practice organizing risks and options before project meetings, and observe whether this helps initiate cross-department coordination earlier.

How to Tell Whether It Helps

Look for changes in subsequent behavior and outcomes, not simply a more attractive report. Review task completion, managers' observations, and the person's experience, and revise initial judgments when needed.