Example output · Speech-Language Pathologist AI
What the IEP Goal Writer actually produces
Takes a student's present level, target skill area, grade, and a standards citation, then drafts annual IEP goals, quarterly benchmarks, and a measurement/data collection plan for expressive grammar (verb tense, plurals, sentence structure).
- Area:
- Expressive language - use of grammatically correct sentences
- Current Level:
- Student uses simple sentences with frequent omission of verb tense markers and plurals; produces 3-4 word utterances with 60% grammatical accuracy in structured tasks
- Grade Level:
- 2nd grade
- Standards Alignment:
- CCSS.ELA-LITERACY.L.2.1 - Demonstrate command of conventions of standard English grammar and usage
- By [annual review date], given a structured language task (e.g., picture description, sentence-completion probe, or verbally-modeled sentence frame) presented by the SLP or teacher, [Student] will produce grammatically correct sentences of 4-6 words in length that correctly mark verb tense (regular past tense -ed, present progressive -ing, third person singular -s) with 80% accuracy, as measured across 3 consecutive probe sessions collected over a minimum 2-week period, per SLP data collection log.
- By [annual review date], given a structured or semi-structured task (e.g., story retell, cloze sentences, or targeted elicitation), [Student] will correctly produce regular and irregular plural nouns within spontaneous or elicited sentences with 80% accuracy across 3 consecutive data collection sessions, as measured by SLP-maintained probe data.
- By [annual review date], during naturalistic classroom or therapy conversational contexts (e.g., peer interaction, class discussion, structured play), [Student] will produce grammatically complete simple sentences (subject + verb + correct tense/plural markers) with 75% accuracy across 3 consecutive observation samples of at least 20 utterances each, with no more than minimal verbal cueing (one verbal prompt or model per utterance), as documented via language sample analysis.
Note: Specific dates (annual review date) must be entered based on IEP meeting date and district timeline requirements. Baseline of 60% accuracy at 3-4 word utterance level (input-derived) is used as the starting point from which growth to 75-80% accuracy at increased utterance length represents meaningful, measurable progress.
GOAL 1 (Verb Tense Marking):
- Q1 Benchmark: Given maximal verbal/visual cueing (modeling, sentence starters) in structured tasks, [Student] will correctly produce regular past tense -ed in elicited sentences with 65% accuracy across 2 consecutive probe sessions.
- Q2 Benchmark: Given moderate cueing, [Student] will correctly produce regular past tense -ed and present progressive -ing in elicited sentences with 70% accuracy across 2 consecutive probes.
- Q3 Benchmark: Given minimal cueing, [Student] will correctly produce regular past tense, present progressive, and third person singular -s in elicited sentences with 75% accuracy across 2 consecutive probes.
- Q4 Benchmark: Given minimal cueing across structured and naturalistic contexts, [Student] will meet annual goal criteria (80% accuracy, 3 consecutive sessions).
GOAL 2 (Plural Nouns):
- Q1 Benchmark: Given maximal cueing, [Student] will correctly produce regular plural nouns (-s, -es) in elicited sentences with 65% accuracy across 2 consecutive probes.
- Q2 Benchmark: Given moderate cueing, [Student] will correctly produce regular plural nouns with 70% accuracy and demonstrate emerging accuracy (50%) on irregular plurals across 2 consecutive probes.
- Q3 Benchmark: Given minimal cueing, [Student] will correctly produce regular plurals with 75% accuracy and irregular plurals with 60% accuracy across 2 consecutive probes.
- Q4 Benchmark: Given minimal cueing across structured and semi-structured contexts, [Student] will meet annual goal criteria (80% accuracy, 3 consecutive sessions).
GOAL 3 (Naturalistic Grammatical Sentence Production):
- Q1 Benchmark: During structured conversational tasks with maximal cueing, [Student] will produce grammatically complete sentences with 55% accuracy across 2 language samples (minimum 15 utterances each).
- Q2 Benchmark: During semi-structured conversational tasks with moderate cueing, [Student] will produce grammatically complete sentences with 62% accuracy across 2 language samples.
- Q3 Benchmark: During naturalistic classroom contexts with minimal cueing, [Student] will produce grammatically complete sentences with 70% accuracy across 2 language samples (minimum 20 utterances each).
- Q4 Benchmark: [Student] will meet annual goal criteria (75% accuracy, minimal cueing, 3 consecutive samples).
DATA COLLECTION METHODS:
- Structured probes: SLP-designed elicitation tasks (sentence completion, picture description, verb/plural targeted prompts) administered in therapy sessions; minimum 10-20 opportunities per probe.
- Language samples: Audio-recorded or live-transcribed samples of 15-20+ utterances collected in naturalistic settings (classroom, therapy room, structured play) and analyzed for grammatical accuracy using morpheme-level scoring.
- Data logged using SLP progress monitoring tool/log with date, task, accuracy percentage, and cueing level noted for each session.
PROBE PROCEDURES:
- Probes administered a minimum of 1x per week during direct therapy sessions.
- Each probe session includes minimum 10 target opportunities per grammatical structure (verb tense markers, plurals).
- Cueing level recorded for each response using a defined hierarchy: (1) independent/no cue, (2) minimal cue (indirect verbal prompt, e.g., 'Tell me more'), (3) moderate cue (verbal model or choice), (4) maximal cue (full verbal model + visual/gestural support).
- Mastery at each benchmark level requires performance at the specified cueing level, not a lower (more supportive) level.
MASTERY CRITERIA:
- Annual goal mastery requires the stated accuracy percentage (75-80%) sustained across 3 consecutive independent data collection sessions, with no more than minimal verbal cueing, across at least two different task contexts (structured probe + naturalistic sample) to support generalization.
- Benchmark mastery requires stated accuracy at the specified cueing level across 2 consecutive sessions before advancing to the next benchmark level/cueing reduction.
PROGRESS MONITORING SCHEDULE:
- Formal data collection: minimum weekly during scheduled speech-language therapy sessions.
- Formal progress review: quarterly, aligned with IEP progress reporting periods, with data summarized and shared with IEP team/parents.
- Generalization probes: collected minimum 1x per month in a natural classroom or home context (via teacher/parent report and/or direct observation) to verify carryover outside the therapy setting.
- Annual goal progress measured against baseline (input-derived: 60% accuracy at 3-4 word utterance level in structured tasks) to document growth trajectory.
Note: All specific target dates and IEP timeline milestones should be finalized by the IEP team based on the actual annual review date and district reporting periods; this document reflects a template requiring finalization of dates by the IEP team.
Swap in your student's actual baseline percentages, targeted grammatical structures, review dates, and district-required standard code; adjust accuracy thresholds and cueing hierarchy to match your caseload norms.
Human review: This is a drafting aid only - the SLP of record must verify baseline data, confirm standards alignment with the current IEP/district requirements, and ensure goals reflect the student's actual clinical presentation before submission.