# Duty Hour

> Business

Canonical page: [https://chrome-stats.com/d/id6776413578](https://chrome-stats.com/d/id6776413578)

## Overview

- **ID:** `id6776413578`
- **Platform:** Apple
- **Type:** Apple app
- **Status:** Available
- **Publisher:** The Duty Hour App
- **Category:** Business
- **Version:** 2.0.0
- **Last updated:** 2026-09-19
- **First published:** 2026-08-14
- **Size:** 40 MB
- **Data as of:** 2026-09-25
- **Store listing:** [Apple App Store](https://apps.apple.com/us/app/duty-hour/id6776413578)
- **Privacy policy:** [https://api-v2.dutyhourapp.com/api/v1/setting/privacy-policy](https://api-v2.dutyhourapp.com/api/v1/setting/privacy-policy)

## Description

Duty Hour App is a comprehensive, mobile-first platform designed to streamline duty-hour tracking, ensure ACGME compliance, and support resident well-being—all with minimal reliance on constant Internet connectivity. It combines geofencing, on-device intelligence, AI-driven insights and seamless integrations into a single, extensible solution for residents, program directors and GME administrators.  

1. Overview  
• Purpose: Automate shift-logging and compliance reporting while proactively identifying duty-hour violations, burnout risk and fatigue.  
• Target users: Residents/fellows (clock-in/out, breaks, wellness checks), program directors (real-time dashboards, reports), GME offices (audit trails, accreditation exports).  

2. Core Features  
• Geofence + Wi-Fi/IP “Handshake”: Auto-enter on-site mode when a user crosses the hospital perimeter and joins the local network.  
• Offline-First Logging: All clock-ins, breaks and wellness entries write to a local encrypted SQLite store; syncs bi-directionally when network returns.  
• Real-Time Rule Engine: On-device enforcement of duty-hour caps, break requirements and alerts within 100 ms, even offline.  
• Seamless Sync & Conflict Resolution: Delta-based uploads over TLS, timestamped entries and merge logic to handle edits across devices.  

3. AI & Analytics  
• Predictive Violation Risk: ML models forecast who’s most likely to exceed weekly or per-shift limits; early warning nudges residents to swap or rest.  
• Auto-Narrative Reporting: LLM-powered summaries turn raw log tables into plain-English monthly or quarterly reports for PDs and DIOs.  
• Smart Scheduling Suggestions: Constraint-solver recommendations balance institutional needs against individual fatigue profiles.  

4. Biometric & Fatigue Mitigation  
• Sleep & Recovery Dashboard: Integrates HealthKit, Google Fit or third-party wearables (Oura, Fitbit) to chart sleep duration, efficiency, HRV and resting heart rate.  
• Fatigue Risk Score: Combines biometric data and upcoming shift load into a 0–100 risk index, color-coded with personalized mitigation tips (naps, schedule swaps).  
• Proactive Alerts: Push notifications when risk crosses thresholds, with links to in-app fatigue-hygiene library.  

7. Technical Architecture  
• Mobile Clients: Native iOS (Swift/HealthKit) apps with background geofence and BLE scanning.  
• Edge vs. Cloud Inference: Lightweight Core ML/TensorFlow Lite models on-device; heavier training and LLM calls in Kubernetes or serverless APIs.  
• Data Pipeline: Event-stream ingestion (Kafka/Kinesis) of logs, biometrics and app interactions feeding both analytics warehouse (Snowflake/BigQuery) and ML training clusters.  
• Extensibility: Open REST/GraphQL APIs + webhooks for EHR, scheduling systems or custom hospital-policy plugins.  

8. Key Benefits  
• Reliability: Residents never miss a clock-in/out even if hospital Wi-Fi or the public Internet goes down.  
• Speed & Trust: Instant alerts and rule checks build confidence in the system’s accuracy.  
• Compliance Made Easy: Automated ACGME exports, direct NLRB-union reporting capabilities and audit trails reduce administrative overhead.  
• Well-Being Focus: Integrated fatigue-mitigation engine and AI insights foster healthier scheduling and targeted interventions.  

9. Integrations & Future Roadmap  
• Third-Party Wearables: Expand to Garmin, Samsung Health, WHOOP.  
• Enterprise Tools: SCIM/SAML SSO, MDM enrollment for managed devices.  
• Marketplace Plugins: Peer-swap boards, on-call escalation, local-policy rule engines.  

With Duty Hour App, institutions get a single, end-to-end solution that not only enforces duty-hour compliance but also champions resident wellness, leverages AI intelligence and scales across any device or form factor.

## Rankings

- #2,032,786 — Overall

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Source: [Chrome-Stats](https://chrome-stats.com/d/id6776413578)