What this means in practice

  • Keep short session notes for each student with topics covered and how it went.
  • Have AI draft a report per student using only the recorded notes and results.
  • Ask AI to keep the tone warm, specific and free of labels or comparisons with other students.
  • The tutor or teacher edits each report, adds personal observations and approves it.
  • Share reports on a regular schedule and note any family questions for the next session.

How Lid Vizion approaches it

We start with the business decision and operating context, define ownership and measurable milestones, then use configuration, integrations, automation, or custom software only where each earns its place.