Workflow Clinical Score: 3.2/5.0

Pediatric Developmental Milestone Tracker

Workflow Automation & Orchestration | External (Parents) audience

The Problem

Pediatricians have limited well-child visit time to administer comprehensive developmental screening (ASQ-3, M-CHAT for autism). Early identification of developmental delays (speech, motor, cognitive, social) enables early intervention (EI) services, which improve long-term outcomes. Home-based milestone tracking between visits enables continuous screening.

What the Agent Does

Parent logs into app/portal after well-child visit; agent provides age-appropriate developmental questionnaire (ASQ-3 for general development, M-CHAT for autism screening, PEDS for concern elicitation)
Parent answers structured questions: "Does your child say at least 10 words?" "Does your child point to body parts when asked?" "Does your child make eye contact with you?"
Agent scores responses against age norms; flags delays: "Your 24-month-old is below expected speech development; recommend speech evaluation"
Generates EI referral recommendation: "Recommend evaluation by Early Intervention program in your state; here's how to contact them"
Provides parent education: normal milestone range, when to be concerned, what early intervention services are available
Sends periodic reminders (monthly) to check in on milestones between well-child visits
Generates summary report for pediatrician at next visit: documented milestones, areas of concern, EI referrals made
Tracks outcomes: was EI referral completed, any services enrolled, follow-up progress

Data Requirements

Primary Data Sources: Developmental questionnaires (ASQ-3, M-CHAT, PEDS), patient age/demographics, prior developmental screening results, EI program directory (state-specific), parental observations
Classification: PHI/PII (patient identifiers, developmental assessment responses)
Quality Metrics: Developmental delay identification sensitivity >90% (validated against formal developmental evaluation); specificity >80%; parent engagement >70%; EI referral conversion >60%
Complexity: Medium (questionnaire administration, scoring, referral generation, parent engagement)
Systems: Epic MyChart, BrightFutures (AAP recommendations), state EI program registries

Score Breakdown

Criterion	Weight	Score (1-5)	Weighted
Time Recaptured	15%	4	0.60
Error Reduction	10%	3	0.30
Cost Avoidance	10%	3	0.30
Strategic Leverage	5%	3	0.15
Data Availability	15%	3	0.45
Process Clarity	15%	3	0.45
Ease of Implementation	10%	3	0.30
Fallback Available	10%	3	0.30
Audience (Int/Ext)	10%	3	0.30
Composite	100%		3.20

Why It Scores Well

Early Intervention: Early identification of delays enables EI services; improves long-term outcomes
Regulatory Fit: AAP Bright Futures guidelines mandate developmental screening; agent supports guideline compliance
Parent Engagement: Between-visit tracking engages parents in child development awareness
Scalability: Applies to all pediatric patients; scales to entire population
Evidence Base: Early intervention services shown to improve IQ, language, and social outcomes

Regulatory Alignment

AAP Bright Futures Guidelines: Developmental screening at specific well-child visits is recommended; agent supports continuous screening
IDEA Early Intervention (Part C): Federal program for children <3 with developmental delays; agent facilitates EI referrals
HIPAA: Developmental screening data is PHI; standard access controls apply
State EI Programs: Vary by state; agent must integrate with state-specific EI intake processes

Sprint Factory Fit

2 to 3 sprints (questionnaire integration, scoring algorithm, EI referral workflow, parent interface, state EI program integration)

Sprints Required: 2 to 3 sprints (questionnaire integration, scoring algorithm, EI referral workflow, parent interface, state EI program integration)
Timeline: 4 to 6 weeks from requirements to pilot
Governance: Pediatrics department and EI coordinator approval of questionnaire content and referral criteria; audit developmental screening accuracy in first 50 assessments
Success Metrics: Developmental delay identification sensitivity >90%; parent engagement >70%; EI referral conversion >60%; parent satisfaction >4.1/5; early intervention enrollment increase >30%

Comparable Implementations

BrightFutures: AAP child health promotion
State Early Intervention (Part C) programs
Epic developmental screening modules
ASQ-3 and M-CHAT Screening Tools

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Governance Risks to Consider

Before deploying this use case, review these agentic AI risks from the Corvair Risk Catalogue. Each is scored on the DAMAGE framework and mapped to regulatory expectations.

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