AI-driven payments intelligence platform for healthcare revenue cycle management
Voice-first symptom and health tracker for chronic illness
Stage
Established
MVP
Founded
2017
Not given
Based in
US
Not given
Pricing model
Contact for pricing
Freemium
Pricing
Not given
Free: $0, includes voice and slider logging, daily trends, symptom heatmap, device sync, data export, and daily reminders. Pro: $5.99/month or $39/year (approximately $3.25 per month billed yearly), adds doctor-ready PDF reports, deep pattern insights across food, activity and weather, smarter Ask f
Key features
Real-time reimbursement risk prediction before claims are submitted
Comprehensive intelligence connecting clinical and payment data
Actionable, role-specific prevention and recovery recommendations
Integration with existing revenue cycle workflows
329 proprietary MS-DRG playbooks
Analysis of 10,000+ data points across claims lifecycle
Continuous model refinement and learning
Denial appeal prioritization based on overturnability
Pre-bill, concurrent, and post-bill denial prevention
Clinical root cause identification by payer and documentation pattern
Voice-first symptom logging
0-10 symptom sliders
Food and medication tracking
Trend charts and pattern insights
Cross-device sync
Data export in JSON and CSV
Crash and flare day flags
Custom symptom fields
Ask feature for natural language queries
Doctor Prep tool for appointment summaries
What makes it different
Predicts reimbursement risk in real-time as care is documented, not after billing
Delivers actionable intelligence embedded directly into existing team workflows
Proven at scale across 88 health systems with millions of analyzed claims
Built by team with 150+ years combined experience in data science and RCM
Voice-first approach reduces logging friction for people with chronic illness
Built specifically for ME/CFS, Long COVID, fibromyalgia, and POTS with condition-appropriate metrics
Plain-English pattern insights from user data
Free forever with no data selling or advertising
Progressive Web App works on any device without app store installation
Sift Healthcare