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Cross-Platform Urgent Care App Launched in 30 Days

A mid-sized urgent care provider with 15 locations across the Northeastern US faced a critical bottleneck during a regional flu and respiratory surge. Their manual, phone-based triage and walk-in-only model led to 2-hour wait times and a 20% patient leakage to competitors. The goal was to deploy a patient-facing cross-platform app (iOS/Android) within 30 days with the integration of AI, which will digitize intake and offer virtual screening.

The following core modules were developed:

  • Settings & Clinic Topology: Centralized management for US regions, clinic locations, and facility metadata.
  • Multi-Level User Hierarchy: Secure role-based access for Corporate, Regional, Manager, and Clinical panels.
  • Revenue & Intake Engine: Real-time data capture for healthcare KPIs and patient volume.
  • Financial Reporting Suite: Automated monthly reports covering Daily ACT vs. BUD (%), MTD Revenue, and Budget Projections.
  • Visual KPI Dashboard: A high-performance interface displaying 25+ KPIs for group and regional performance tracking.
  • Intelligent Anomaly Detection: Real-time flagging of budget variances and “leakage” patterns, moving from reactive reporting to proactive financial management.
  • Automated Notifications: Integrated email alerts for budget variances and reporting deadlines.

The Challenges

The organization faced critical operational failures prior to the digital transformation

  1. Patient Attrition: Manual triage caused 2-hour wait times, leading to a 20% patient loss to competitors. 

  2. Administrative Strain: Paper-based intake resulted in 12-minute check-in delays and frequent data errors. 

  3. Financial Blind Spots: Delayed revenue reconciliation prevented managers from making agile staffing decisions. 

  4. Inefficient Throughput: Lack of a digital queue led to severe clinic overcrowding during flu surges. 

The Solutions

We implemented automated workflows to resolve systemic inefficiencies and shift the burden from staff: 

  1. Digital Triage & Virtual Queue: Introduced a “Wait at Home” feature, reducing physical room congestion by 40%

  2. Automated Intake Engine: Moved check-in to mobile devices, slashing on-site administrative time from 12 minutes to under 2 minutes. 

  3. Real-Time KPI Command Center: Deployed an instant-insight dashboard for real-time staffing and revenue adjustments. 

  4. Symptom-Based Routing: Utilized logic-driven triage to divert low-acuity cases to telehealth, preserving physical rooms for high-priority patients. 

  5. OCR-Powered Intake: Implemented AI Optical Character Recognition (OCR) for instant insurance and ID scanning, contributing to the reduction of check-in times from 12 minutes to under 2 minutes

  6. Predictive Surge Modeling: Utilized machine learning to analyze historical flu data and clinic topology, alerting managers to staffing needs 48 hours before a predicted spike in volume. 

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Top Technologies Powering Our AI Custom Urgent Care App Development

We selected a modern, highly scalable stack to ensure the 30-day delivery didn’t compromise long-term performance: 

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