DITS Logo
Connect With Us
Remote Patient Monitoring Software for Scalable Care

Remote Patient Monitoring Software for Scalable Care

Remote patient monitoring software that moves post-hospital recovery into the home, pairing connected medical devices with a patient mobile application so assigned nurses monitor vitals remotely and monthly billing stays accurate and defensible.

Remote Patient Monitoring Software for Scalable Care

Project Overview

The platform is a post-acute care hub for health plans and hospital systems, using technology-enabled care models to close the gap between the clinical setting and the home. This remote patient health monitoring system syncs daily vitals from IoT medical devices into a clinical dashboard where nurses review readings against thresholds, raise escalations, and log billable monitoring time. Built on Laravel, VueJS, and React Native across AWS, it serves care coordinators, clinic staff, physicians, patients, and family members through a four-level hierarchy of clients, sites, care teams, and patients.

Challenges

The client faced fragmented care delivery, unreliable data syncing, compliance risks, and limited scalability—all highlighting the urgent need for a unified, scalable chronic disease management and patient monitoring solution.

  • Single-Tenant Database Ceiling

    Single-Tenant Database Ceiling

    The MVP database was designed for exactly one organization. Scaling into SaaS required a multi-client hierarchy, but the existing schema blocked onboarding and forced a separate deployment per customer.

  • Historical Data Could Not Be Discarded

    Historical Data Could Not Be Discarded

    Patient vital history is both the clinical record and the input monthly billing depends on, so a clean schema rebuild would have severed continuity for every patient already monitored.

  • HIPAA As Continuous Practice

    HIPAA As Continuous Practice

    Compliance could not be a launch checklist. It had to be engineered into the platform as a living culture protecting privacy, security, and integrity of protected health information continuously.

  • Communication Channels Widen Exposure

    Communication Channels Widen Exposure

    Clinical staff needed real-time audio, video, and text contact with patients, and every additional channel opened another path for protected health information to leave the system.

  • Unattended Daily Readings

    Unattended Daily Readings

    The monitoring model depended on readings arriving from patient homes without staff intervention, across a mixed population of devices, connectivity conditions, and older users unfamiliar with pairing.

  • Manual Billing Against CPT Rules

    Manual Billing Against CPT Rules

    Monthly billing had to evaluate distinct qualifying conditions per CPT code, which manual calculation could not sustain accurately as patient volumes and concurrent care programs grew.

Solution

Ditstek architected complete remote patient monitoring solutions, migrating historical records safely into a new multi-tenant hierarchy while embedding compliance controls, device integration, and automated monthly billing directly into the clinical workflow.

Multi-Tenant Relational Model

Multi-Tenant Relational Model

A scalable MySQL and Laravel model built around a client, site, care team, and patient hierarchy, opening flexible onboarding without fragmenting the data that already existed.

Historical Record Migration

Historical Record Migration

Legacy records were migrated into the new multi-tenant structure rather than re-created, preserving patient timelines and billing history intact through the transition from MVP to SaaS.

IoT Device Integration

IoT Device Integration

Blood pressure monitors, oximeters, and glucometers were integrated over Bluetooth and cellular networks, so daily vitals travel from the home to the dashboard without either party initiating transfer.

Role-Based Access Controls

Role-Based Access Controls

Strict access controls and secure data pipelines were established across every component, with an access log written each time a staff member opens or edits a patient record.

Encrypted Storage And Hosting

Encrypted Storage And Hosting

AWS Cloud hosts the staging and production environments, and Amazon S3 provides encrypted storage for clinical documents and generated reports under controlled, logged, and fully auditable access.

Controlled Communication Channels

Controlled Communication Channels

Real-time communication was routed through Sendbird for chat and Freeswitch for audio and video, keeping every staff and patient interaction inside controlled, auditable, compliant channels.

Features

The platform covers full patient monitoring solutions, from patient onboarding and device assignment through automated vitals capture, clinical escalation, structured clinical documentation, and automated monthly billing against qualifying care codes.

Multi-Tenant Client Hierarchy

Multi-Tenant Client Hierarchy

Each healthcare organization is modelled as a client with its own sites, care teams, staff, and patients, supporting fully managed, referral, and turnkey contract models.

Automated Vitals Capture

Automated Vitals Capture

Assigned devices sync daily readings to the patient app over Bluetooth or cellular, and the app transmits them to the server for continuous clinical monitoring.

Threshold Monitoring Dashboard

Threshold Monitoring Dashboard

Each vital is evaluated against configured normal and critical ranges, with per-patient status indicators, trend charts, and roster filters for watchlist, unreviewed readings, and compliance risk.

Dynamic Escalation Workflows

Dynamic Escalation Workflows

When vitals stay critical, the assigned nurse raises an escalation flagged urgent or trending, tracked in a separate queue so no flagged patient falls out of view.

Automated CPT Code Billing

Automated CPT Code Billing

Billing calculates monthly against qualifying care codes with distinct conditions evaluated per code, and staff run, review, and approve the generated reports before anything is finalized.

Billable Session Time Tracking

Billable Session Time Tracking

A session timer runs on the patient record with pause and save controls, feeding the monthly calculation and enforcing the cap on billable voice and video minutes.

Patient Mobile Application

Patient Mobile Application

Built with React Native, the app lets patients view and upload vitals, syncing automatically from assigned devices or accepting manual entry when a device is unavailable.

Drag-And-Drop Clinical Forms

Staff build custom forms and question sets through a drag-and-drop interface, assign them to individual patients, and the system scores responses automatically against the options configured.

Patient Audit Timeline

Every authorized account access, manual vital post, vital review, and record change generates a log entry, rendered as a chronological timeline on the patient record.

Tech Implementation

  • Ant Design
  • Vue.js 3
  • Vite
  • PHP 8
  • React Native
  • MySQL 8.0
  • AWS EC2
  • S3
  • Ihealth
  • Bitrix CRM
  • Blackbox
  • Sendbird
  • FreeSWITCH
  • Firebase
  • Mailjet
  • Bandwidth

Impact Created

The platform delivered measurable success—from reducing onboarding time and billing errors to improving clinical coordination and patient engagement—empowering healthcare providers to scale compliant, connected care delivery across programs.

Migration Without Record Loss

Migration Without Record Loss

The platform moved from a single-client MVP to multi-tenant SaaS without losing a single patient record or a month of billing history through the schema transition.

Active User Base

Active User Base

The system now serves an active base of 700 users across web and mobile applications, connecting patients, physicians, and care coordinators inside one clinical record.

Daily Hospital Visits Removed

Daily Hospital Visits Removed

Automated vital capture removed the burden of daily in-person check-ups for senior patients recovering at home, where travel is hardest and readmission risk is highest.

Clinical Attention Prioritized

Clinical Attention Prioritized

Escalation workflows keep clinical attention on the patients whose readings actually warrant intervention, rather than spreading nurse review evenly across an entire monitored patient population.

Systematic Revenue Capture

Systematic Revenue Capture

The billing infrastructure captures revenue systematically through monthly device rental, one-time device setup fees, and billable voice and video time up to the monthly per-patient cap.

Architectural Runway

Architectural Runway

The multi-client hierarchy and program model give clear architectural headroom to extend beyond remote monitoring into a broader chronic care management platform and a staff-facing mobile application.

More Portfolios

Cloud-Based EMR & Behavioral Health EHR Platform

Integrated Healthcare Platform | .NET, SQL Server, AWS through a secure, scalable, and connected digital environment across connected operations across connected operations across connected operations across connected operations across connected.

View Project
Cloud-Based EMR & Behavioral Health EHR Platform

Got a Question or a Project in Mind?

Drop your query below, and let's explore how we can collaborate to drive engagement, visibility, and measurable results.

Send a Query