Add AI-powered voice commands and billing intelligence to RCM dashboard#142
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Rumblingb wants to merge 1 commit into
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Add AI-powered voice commands and billing intelligence to RCM dashboard#142Rumblingb wants to merge 1 commit into
Rumblingb wants to merge 1 commit into
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Adds a full voice-first RCM command interface and six new intelligence panels to the billing dashboard: Backend (api-edge/rcm.ts): - POST /voice-intent: Claude Haiku billing AI — Phase 1 narration + Phase 2 action execution (approve_qa, escalate, pause_lane) - GET /daily-briefing: Haiku-generated 15-min cached situational briefing - GET /revenue-pipeline: Claim funnel from submitted → recovered with denial/recovery rates - GET /payer-intelligence: Per-payer denial rate, auto-close %, amount at risk - GET /automation-health: Lane accuracy, false-positive stats, Haiku recommendation - POST /generate-appeal: Claude Sonnet drafts formal appeal letters from denial metadata Dashboard proxies (6 new Next.js API routes): - All authenticate via session cookie, forward to api-edge with Bearer token RcmManagerClient.tsx: - DailyBriefingPanel: Haiku briefing shown below digest strip, 15-min stale time - RevenuePipelinePanel: Bar chart funnel with $ at each stage + summary stats - PayerIntelligencePanel: Color-coded table showing denial rate and auto-close % per payer - AutomationHealthCard: Dismissible recommendation card with 7-day accuracy stats - AppealModal: One-click Sonnet-generated appeal letters for denial exceptions, copy to clipboard - VoiceFAB upgraded: keyword matching replaced with real AI voice-intent API calls, confirm flow for destructive actions - ExceptionCard: Appeal button on denial exceptions (triggers AppealModal) - TABS extended: Pipeline + Payer intel tabs added alongside existing claims/eligibility/connectors https://claude.ai/code/session_01UtW9JoQ46YBSU4HqPeiYPx
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Summary
This PR adds AI-powered voice command capabilities and real-time billing intelligence panels to the RCM manager dashboard. Users can now interact with the system via voice, generate appeal letters, and view revenue pipeline and payer performance analytics powered by Claude AI.
Key Changes
Voice Command Interface
VoiceFABcomponent to use Claude Haiku for natural language understanding instead of simple keyword matchingAI-Powered Features
Backend API Routes
GET /api/rcm/revenue-pipeline: Maps work item statuses to billing pipeline stages with summary metricsGET /api/rcm/payer-intelligence: Per-payer performance analytics (denial rate, auto-close %, amount at risk)GET /api/rcm/automation-health: Lane-level accuracy metrics and AI-generated recommendationsGET /api/rcm/daily-briefing: AI-generated morning briefing with context from critical items and exceptionsPOST /api/rcm/generate-appeal: Generates draft appeal letters for denied claimsPOST /api/rcm/voice-intent: Two-phase voice command processor with action confirmationDashboard Routes
UI Enhancements
'pipeline'and'intel'for future dashboard navigationArrowRight,BarChart2,FileText,Sparkles,TrendingUp,XImplementation Details
ANTHROPIC_API_KEYis not configuredhttps://claude.ai/code/session_01UtW9JoQ46YBSU4HqPeiYPx