TPES in Practice: From Understanding People to Supporting Action

Go beyond the methods: see how a report leads to the next step

Move from a 14-dimensional personality combination to eight work domains, 12 core occupational competencies, and personal development strategies. This reading example shows how analysis can become a starting point for career exploration, coaching conversations, and competency development.

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.

The Challenge

Students receive personality and competency results but do not understand how they relate to future work. Schools also do not want a single assessment to lock students into a field of study or job role.

Required Data

Student assessments authorized for use, enterprise role descriptions, coursework and practical training tasks, and students' interests and views on possible directions.

How the Method Is Applied

Translate job requirements into competencies and behaviors, then offer several directions worth exploring. Arrange projects, practical work, interviews, or work placements so students gain experience they can use to make judgments.

Possible Outputs

A personal exploration checklist, competencies to test across different directions, the next practical task, and behaviors teachers and industry mentors can observe.

How to Tell Whether It Helps

Look beyond recommendation scores: Can students explain their choices more clearly? Have they completed their exploration? How does practical training performance support or revise their original direction?

The Challenge

New consultants often need to ask the same questions, external explanations vary, and experienced consultants repeatedly spend time organizing materials.

Required Data

Approved service descriptions, teaching materials, FAQs, de-identified cases, role permissions, and commitments that must not be made.

How the Method Is Applied

Choose one service workflow, organize content that may be referenced, and configure the relevant agents. Have the team test them and record errors, information gaps, and situations requiring a human handover.

Possible Outputs

A body of knowledge with assigned owners, a more consistent approach to service preparation, and clear conditions for human handover.

How to Tell Whether It Helps

Check whether team members can find the right information more easily, whether repeat questions decrease, and whether external content is still approved by the appropriate people.

Cases with actual deliverables can show what analysis or planning was completed. But 'producing a report' is not the same as 'proving an improvement in performance or employment rates.' Claims about outcomes require an appropriate observation period, basis for comparison, and supporting data.

When students, employees, or clients are involved, check whether the content could identify them even after names are removed. Public versions should include only necessary information and should not directly display personal reports or private conversations.

Tell us whom you serve, the task you want to address, the data you have, and the outcomes you hope for. We can first define a small-scale use case, then discuss whether you need assessments, platform configuration, or consultant support.