AI-Powered Telemedicine Marketplace Platform
We developed FerMD, an AI-powered telemedicine marketplace platform that has become a dominant player in the US pharmacy & insurance ecosystem with named investments from Optum, CVS, Rite Aid, United, and Walgreens. The patient-facing telehealth platform brings virtual consultations, primary care, specialists, pharmacies, labs, & imaging services together, all in one ecosystem. Key features include Conversational AI, Intelligent Clinical Workflows, Fast Pass Matching, HIPAA-compliant PIN security, Multi-sided Registration System, Automated Prescription Routing, & HIPAA-First architecture.
- iOS & Android App, Website.
- Conversational AI
- Multi-sided Registration System
- Intelligent Clinical Workflows
- Fast Pass Matching
- Auto-Rx Routing
- HIPAA-compliant PIN security
- Live Technician Tracking
About the Project & Business Goal
FerMD is a McAllen-headquartered telemedicine & connected-care platform serving the Rio Grande Valley across the South Texas region, comprising communities of McAllen, Edinburg, Harlingen, Brownsville, and beyond. The goal was to never build simply a telemedicine app, but to build a telemedicine marketplace platform that unifies every step of the patient care journey, starting from virtual consultations & specialist referrals to laboratory work, imaging, & prescriptions under one smart platform. We developed a complete ecosystem including patient apps, provider portals, conversational AI, Fast Pass same-day matching, automated prescription routing process, & live technician tracking status to simplify healthcare delivery.
What We Built for FerMD
Eight Services, One App, One Patient Record
Telemedicine, in-person visits, specialty physicians, primary care, pharmacy, lab, imaging, and live technician tracking are all placed in one digital telemedicine platform with login & one continuous patient record.
AI for Triage, Deterministic for Booking
Has a conversational AI system that is able to manage symptom intake, while Fast Pass utilizes deterministic rules for accurate same-day matching without totally relying on AI conversations.
HIPAA Compliance Built Into the Architecture
Includes mandatory PIN authentication, auto-lockout feature, AES-256 encryption, TLS 1.3, PHI audit trails, & BAAs that make HIPAA compliance a significant part of the platform’s architecture.
Metrics That Define the Digital Telemedicine Platform
We developed FerMD, a telemedicine marketplace platform, to unify 8 connected care services with AI-powered workflows, deterministic matching, HIPAA-first security, & coordinated provider operations across one patient record.
Connected Care Services
Starting from a virtual consult to in-home lab work, each & every step of the patient’s care journey is unified on one platform with one record, offering a seamless connected care experience.
Provider Portals
Has dedicated registration & portals for doctors, pharmacies, labs, imaging centres, urgent care, ERs, & technicians, coordinated in one space, driving proper work process.
HIPAA Architecture
PIN authentication, auto-lockout, AES-256 encryption, TLS 1.3, audit logging, & BAA-covered infrastructure make HIPAA an important part of the digital telemedicine platform.
Faster Care Coordination
Faster Patient Routing
Platform Uptime
HIPAA-Compliant Architecture
Key Engineering & Product Challenges
The connected care platforms sit at the intersection of clinical urgency, federal compliance, & multi-stakeholder coordination. FerMD, as a smart telemedicine marketplace platform, had to solve these challenges simultaneously while keeping the patient experience much simpler for the selected region.
Compliance Engineered In, Not Bolted On
HIPAA compliance required PHI handling, standard encryption, audit logging, BAAs, PIN authentication & automatic inactivity lockout that need to be integrated into the platform from the initial days.
Conversational AI That Doesn’t Practice Medicine
The conversational AI system required strict PHI redaction, human escalation for acute symptoms, & clear guardrails against diagnoses or prescriptions, streamlining the process.
Same-Day Match Without an AI Discussion
Fast Pass is required for deterministic, auditable matching based on zip code, patient symptoms, & real-time provider availability, rather than unpredictable AI decisions.
8 Services, 7 Provider Types, One Record
For 7 distinct stakeholder providers, there is a need for secure coordination around one patient record while preventing permission leaks & also maintaining seamless data flow across connected healthcare services.
In-Stock Pharmacy Lookup, Not Just Routing
The prescription routing required live pharmacy inventory checks, patient proximity matching, & secure notifications without exposing protected health information outside the platform.
Phlebotomists, Imaging & Live Delivery Map
In the case of live technician tracking status, there is a need for real-time route visibility & ETA updates while keeping other patient visits, locations, & protected health information totally isolated in the system.
Our Solution for FerMD
Each and every engineering decision for this telemedicine marketplace platform served one focused purpose goal; helping patients to have the right accessibility at the right time with proper matching needs. Also, helping the providers, pharmacies, labs & technicians to coordinate seamlessly with simplified connectivity without hampering security & clinical accountability.
We actually developed a conversational AI with PHI redaction prior to every external modal call & strict clinical guardrails that prevent diagnosis or prescription advice. There is automatic escalation of acute symptoms to clinicians, ensuring safe symptom guidance.
Developed Fast Pass as a deterministic matching engine utilizing zip codes, symptom selection, provider availability & location instead of AI-suggested decisions. Same-day appointment matching remains explainable, auditable, predictable & aligned with clinical processes.
Embedded HIPAA technical safeguards are integrated into the platform with mandatory PIN authentication, automatic inactivity lockout, AES-256 encryption, TLS 3.0, append-only audit logging & AWS KMS-backed key setup, safeguarding PHI across patient interactions.
Built an event-driven clinical workflow system that is able to connect each stage of patient care. Patient care is also improved by integration of automatic lab orders, prescription reminders & follow up actions, thus reducing the manual coordination across providers.
Integrated an automated prescription routing system with live pharmacy inventory cross referring to identify nearby pharmacies with medications. The prescriptions are secured, while the automated SMS associated with them guides patients through secure app links.
We implemented real-time technician tracking utilizing a secure session-based location streaming mode, thus allowing all patients to have a view of technician routes & ETAs. Also, there is maintenance of strict data isolation that actually ensures only assigned visits remain visible.
Simple for Patients. Powerful for Providers.
We designed intuitive patient experiences with bilingual support while creating role-specific portals for providers, pharmacies, labs, and technicians, enabling connected care workflows without increasing operational complexity or compromising HIPAA-compliant access.
Four Features That Define the Platform
Beyond core healthcare services, we developed four capabilities that actually simplify care coordination, strengthen HIPAA compliance, and also improve patient experiences across every connected stakeholder.
Conversational AI
AI-enabled symptom intake & clinical guidance with PHI redaction & acute symptom escalation, delivering safe assistance without practising medicine.
Fast Pass Matching
Includes deterministic same-day appointment matching utilizing zip code, symptoms, & provider availability without dependency on AI decisions.
Automated Rx Routing
Prescriptions are automatically cross-referenced with live pharmacy inventory & patient proximity, ensuring secured routing via automated SMS alerts.
HIPAA Security
With mandatory PIN authentication, automatic inactivity logouts, AES-256 encryption, TLS 1.3, & comprehensive audit logging, HIPAA compliance is strictly enforced for patient interactions.
Compliance & Regulatory Standards
Built around HIPAA and HITECH requirements, with continuous protection of patient health information through secure architecture, audit controls, and compliant healthcare workflows.
Technology Stack Behind FerMD
Our digital telemedicine platform was built with technologies that support HIPAA compliance, conversational AI, deterministic care matching, & event-driven clinical workflows, thus enabling secure, scalable, & connected healthcare experiences across every stakeholder.
- React Native
- Swift (iOS Modules)
- Kotlin (Android Modules)
- Biometric + PIN Auth
- React.js
- Next.js
- TypeScript
- Tailwind CSS
- GPT-4-Class LLM
- PHI Redaction Layer
- Clinical Guardrails
- Acute-Symptom Escalation
- Event-Driven Workflow Engine
- Rules Engine
- Scheduled Automations
- Provider Routing Logic
- Deterministic Matching
- Geo-Proximity Ranking
- Symptom Tagging
- Same-Day Availability
- Standards-Aligned e-Rx
- Pharmacy Inventory APIs
- In-Stock Cross-Reference
- Geo-Routing
- Node.js
- GraphQL
- REST APIs
- PostgreSQL (HIPAA-Configured)
- Redis
- AWS (HIPAA-Eligible, US Region)
- AWS KMS
- AES-256 Encryption
- TLS 1.3
- CloudTrail Audit
- Signed BAAs
- CloudFront CDN
How We Built FerMD
We prioritised HIPAA compliance standards prior to AI & patient experience, ensuring secure architecture and clinical guardrails that formed the foundation of every connected care workflow.
HIPAA Modelling & Stakeholder Mapping
We mapped 8 care services, 7 provider stakeholders, PHI boundaries, audit requirements & BAA covered infrastructure prior to the development process.
Security Architecture & PIN Authentication
Developed PIN authentication mode, auto lockout, encryption, audit logging, & PHI accessibility before security checks & feature development.
Conversational AI & Clinical Guardrails
We established conversational AI & PHI redaction, clinical guardrails, & acute symptom escalation prior to patient interaction when it is available in the process.
Fast Pass, Rx Routing & Workflows
We built Fast Pass, automated prescription routing, & event-driven workflows that connect providers’ orders, labs, pharmacy & patient follow-ups.
Patient Apps, Provider Portals & Tracking
Developed patient applications, provider portals, & also secure live technician tracking across healthcare workflows with strict patient data isolation.
Bilingual Launch & App Store Release
We incorporated localised patient experiences in English & Spanish versions, validated care journeys, & also completed soft launches & launched across app stores.
What Our Client Says
Every technology decision was driven by three priorities: HIPAA compliance that protects every patient interaction, AI guardrails that support care without practising medicine, and connected care coordination that keeps providers, pharmacies, labs, and technicians working from one secure patient record.
They built us a platform that thinks like a clinic and behaves like a compliance officer. Eight services on one record, AI that knows where it stops, Fast Pass that delivers what we sell, and HIPAA enforced by the system itself.
From telemedicine platforms to AI-powered healthcare solutions, we build secure, compliant products that improve patient care. As an AI development company, we combine healthcare expertise with AI development services to deliver solutions that work in the real world. Let’s talk.
