Platform Demos — See MLE in Action
Explore the platform through short highlights and complete walkthroughs. Every video shows the live production system.
Highlights (90-second previews)
Platform Overview (90s)
Browse 56 jurisdictions, State Plan Amendments, federal regulations, and search across the entire Medicaid legal corpus.
AI Research in Action (90s)
Deep Research mode with multi-state comparisons, Mermaid flowcharts, cited responses, and PDF export with custom branding.
Enterprise Administration (90s)
Source management, corpus quality auditing, AI cost tracking, SPA quality review, and multi-provider configuration.
Full Demos (complete walkthroughs)
Complete Platform Tour (7 min)
Full walkthrough: Dashboard → States → Arizona detail → SPA browser → Federal laws → 42 CFR Part 430 → Change Map → Data Quality Map → Search → SPA PA-25-0024.
AI Research Deep Dive (15 min)
Six Deep Research queries demonstrating multi-state comparisons, FMAP analysis, process flowcharts, 1115 waiver analysis, and telehealth policy comparison. Includes PDF export with branding.
Administration Console Tour (5 min)
All 12 admin pages including source management (536+ sources), corpus audit (AI quality grades), SPA quality review (5,226 SPAs, 99.9% clean), AI cost tracking, and 7 settings tabs.