Classroom & Workload Inputs
Strategic Time-Savers
Workload vs. Spark Analytics
Teacher Energy Reserve
78%
Target: >60% to prevent burnout
Optimal
Admin Overhead
12.2 hrs/wk
Saved 6.5 hrs/wk via automation
Manageable
Student Excitement
88/100
Growth Velocity Index
High Spark
5 Core Subject Units Workload & Excitement Modeling
| Subject Unit | Prep Depth | Admin Time | Teacher Energy Impact | Student Spark |
|---|