ConfusionEngine
University homework system. Students reveal confusion; the teacher walks in knowing where to focus. AI-assisted grading closes the loop.
University · Co-ProductionObservationTracker
IEP progress tracking in seconds. Capture observations on a phone during class. AI writes the progress reports from raw teacher insights.
K-12 Special Ed · FlowWorkload Calculator
Run the arithmetic of teacher workload. See what each extra minute per student costs — and how micro-process tools recover the time.
Constraint Analysis