ADB Analytics and Future IP Readiness

Dataset Readiness Checks

• data source known
• consent/permission usable
• raw data preserved
• reviewed evidence available
• labels normalized
• observation schema consistent
• longitudinal linkage available
• quality flags resolved
• de-identification/anonymization readiness
• provenance available
• dataset-use approval
• model-readiness approval

Analytics Areas

• child/session longitudinal history
• therapy progress trends
• care-area insights
• content effectiveness analytics
• regional-language content and response analytics
• operational workflow analytics
• data-quality analytics

Future IP Areas

• curated child-development datasets
• speech/communication datasets
• regional-language communication datasets
• therapy-progress benchmarks
• validation frameworks
• future model-assisted recommendations
• AblePro-owned algorithms

Guardrail

Only reviewed, permission-aligned, quality-controlled, and curated data should flow into the Model / Future IP Zone.