Areas of Strength
Trial counts align with AI-analyzed counts in 44 of 47 sessions. This level of accuracy makes progress reports highly credible for IEP team review.
Every session involving regulation, attention, or behavioral factors included contextual documentation. This is above the team average and strengthens clinical rationale.
SOAP notes follow a consistent, complete structure every session. This makes pattern analysis easier and supports reliable progress monitoring over time.
Growth Opportunities
The AI detected irregular past tense errors ("rided," "readed") and plural over-regularization across 15 sessions. These weren't captured in session notes.
Consider monitoring irregular past tense and plural markers during language-focused sessions. These patterns, when documented consistently, can justify adding a language goal at the next IEP.
Self-corrections were documented in 16 of 47 sessions, though the AI identified self-correction events in approximately 38 sessions.
Self-correction data strengthens progress monitoring and supports generalization claims in IEP reviews. Even a brief note — "3 self-corrections observed at sentence level" — adds meaningful clinical evidence.
Cue levels were partially or fully documented in 24 of 47 sessions. The remaining sessions mention cues but don't specify the hierarchy level used.
Recording cue level helps demonstrate progress toward independence — a key Endrew F. consideration. Noting whether a correct response was independent, verbal-cue-dependent, or modeled takes seconds and significantly strengthens defensibility.
“Try documenting cue hierarchy for every target this week. Articulation data is already strong — adding cue levels will make progress reports significantly more defensible and help show the independence trajectory the IEP team needs to see.”