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Why insights may change over time

Insights evolve as your inputs and history evolve.

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Written by Sumit Kapoor
Updated over 3 months ago

Introductions

Insights in Lynk are designed to stay relevant to how your coaching actually progresses. As you continue to conduct sessions, record notes, mark attendance, and generate reports, the system gains new context. Because of this, insights are not fixed recommendations—they evolve as your coaching journey evolves.

This ensures that suggestions remain aligned with the latest student behaviour, participation patterns, and performance trends.

What Causes Insights to Change

Insights are refreshed whenever new or updated information becomes available. Common triggers include:

  • Adding new coach notes after sessions

  • Changes in student attendance patterns over time

  • Additional session history being recorded

  • Generating new progress reports for students

Each of these inputs adds meaningful context that can influence future recommendations.


How New Context Affects Lynk AI Insights

When fresh data is added, Lynk’s AI re-evaluates patterns across:

  • Student engagement and consistency

  • Skill development trends

  • Behavioural or focus-related observations

  • Previous insight effectiveness

As a result, insights may shift in focus, adjust their priority, or introduce new suggestions that better match the current situation.


Why This Is Important

  • Coaching needs change as students progress

  • What worked earlier may not be ideal now

  • Updated insights prevent stale or outdated guidance

By allowing insights to change, Lynk helps you stay responsive rather than rigid.


Summary

Insights change over time because coaching is dynamic. As new notes, attendance data, session history, and reports are added, AI recommendations update to reflect the most current and accurate understanding of your students. This ensures insights remain timely, relevant, and supportive of your coaching decisions—not fixed rules.

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