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Implementation Roadmap and Change Management

1 - Transition Planning

  • Needs Analysis: Evaluate current systems for sensor compatibility or training readiness.
  • Pilot Programs: Launch with a small user group, gather results, then refine.
  • Scaling Strategy: Expand coverage while monitoring resource usage and user acceptance.

2 - Training for All Users

  • Students: Teach basic data literacy, showing how personal insights can guide self-improvement.
  • Administrative Staff: Focus on data governance roles, policy compliance, and system oversight.
  • Parental Education: Provide simple tutorials to help parents navigate or interpret dashboards.