Custom Diabetes Management Software Development

At Chudovo, we develop custom systems for managing diabetes care that integrate patients, caregivers, and medical devices under one roof. Every product we develop is tailored to meet the needs of clinical-grade diabetes care management, which entails data from CGMs and pumps and is interoperable with other clinical systems and standards set by the FDA.
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Diabetes Software Development Services

Chudovo covers the lifecycle of diabetes care software — from new platform development through modernization of existing products and consulting on architecture for digital diabetes care.
  • Custom platforms for digital diabetes care are developed by Chudovo from scratch, including patient and clinician workflows, device integration, EHRs integration, mobile apps, clinician portal, and product deployment. Each platform is developed based on the actual workflows of the patients, doctors, and caregivers in the process of interacting with the diabetes care data.
  • Existing diabetes care products are upgraded by Chudovo to comply with modern interoperability standards, to integrate with the latest generation of CGMs and insulin pumps, and to scale to new types of devices. The typical scope of modernization includes migration to FHIR interoperability, integration with AI-driven analytics, cloud native architecture implementation, and rearchitecting of the mobile application layer.
  • Chudovo provides digital health startups, medical device manufacturers, and healthcare organizations with consulting on architecture, compliance strategies, device integration, and roadmap development.

Our Awards

Top Healthcare Software Developers 2026 by Techreviewer
Top Health and Wellness App Developers in Germany by (Manifest)
The Best Healthcare Software Development Company 2026 by SuperbCompanies
Top Wearable App Development Firm 2026 by SuperbCompanies
Top E-Commerce Developers in the Medical Sector in Germany by Clutch
Top Full Service Development Company 2026 by Feedbax
Top IT Consulting Company 2025 by Feedbax
Top Software Development Company
Sortlist Trusted Partner
Top Software Development Company 2026 by RightFirms

Our Approaches to Diabetes Software Development

Compliance-Oriented Platform Architecture

In diabetes care solutions, HIPAA, GDPR, FDA, and MDR-compliant architecture is designed by Chudovo right from the project outset.

AI-Assisted Software Engineering

With diabetes projects, Chudovo utilizes AI engineering tools, which help engineers work on integrations of devices, mobile apps, and analytics layers with supervision from senior engineers.

Platform Interoperability

Chudovo develops diabetes care solutions to be interoperable between devices, which is necessary according to the client's roadmap and allows adding support for new types of CGM, pumps, and wearables to the system without any redesign.

Software Lifecycle Standards & Documentation

In developing medical software for SaMDs, Chudovo adheres to the international standard for medical software lifecycle IEC 62304.

Core Features by User Role

The following features are standard across the diabetes care platforms Chudovo develops. The scope of features for a particular product is defined based on the main platform users.
For Patients
For Clinicians
For Caregivers
For Patients
  • Blood Glucose Logging – manual entry and automatic data from CGM with visualizations that patients can easily comprehend.
  • Insulin/ Medications Management – reminders for medications, insulin logging, and bolusing for those taking several daily shots or using pump therapy.
  • Meal/Carbs Logging – registering food with a possibility of carbohydrate calculation, barcode scanning, and integration with popular food databases.
  • Physical Activity Tracking – wearable devices integration with the purpose to add physical activity data into the patient’s account.
  • Appointment Scheduling – self-service scheduling of appointments with the care team with integration into the clinician’s calendar.
  • Alerts and Reminders – custom reminders for medications, glucose monitoring, appointments, and refills.
  • Reports – personal reports for the patients to view and share outside the platform.
For Clinicians
  • Patient Dashboard – a single dashboard that includes patient status, including glucose levels, medication compliance, and other important information with a focus on clinically relevant metrics.
  • Management of Treatment Plans – a digital treatment plan for a particular patient including medication regimen, target ranges, and other details that clinicians can edit.
  • Data Analysis Tool – in-depth analysis of patients’ data during weeks and months with decision support included in the tool.
  • Population Views – lists of filtered patients, their segmentation into cohorts and priority by the risk factor, among others.
  • HIPAA-compliant Messaging – a secure messaging channel for communication between the care teams and their patients.
  • Clinical Notes – the ability to write notes about a particular patient along with his diabetes data and export it into the practice’s EHR system.
For Caregivers
  • Patient Data View – controlled access to the data of diabetes patients for their relatives or parents of the pediatric patients.
  • Alerts/Notifications – real-time notifications about hypoglycemic events, missed doses, or other clinical issues.
  • Patient Adherence Tracker – an extended view of the patient’s participation and adherence to treatment.

AI-Powered Capabilities

Chudovo develops machine learning algorithms and analytical layers applicable to real-world clinical scenarios to help our customers integrate AI-enabled capabilities into their products for managing diabetes.

Glucose Trends Forecasting

Models to forecast future trends of glucose levels by analyzing patterns from past behavior, eating, exercising, and taking insulin.

Hypoglycemia Risk Detection

Models based on machine learning to detect patterns that occur before the occurrence of hypoglycemia to enable preventive intervention.

Personalized Advice

Personalized advice for patients about meals, exercises, and insulin based on their unique patterns.

Predictive Analytics for Clinical Teams

Predictive analytics to show the patients who should be seen by clinicians for their care based on trend data, not appointments.

Clinical Decision Support

Tools for helping clinicians make informed and evidence-based decisions regarding changes in treatment regimens.

MVP vs Enterprise Platform

Diabetes projects range from focused mobile MVPs to enterprise-grade platforms that serve health systems and payer organizations. Chudovo scopes each project against the client’s stage and market.

MVP Enterprise Platform
Glucose tracking (manual + one CGM) Multi-CGM and multi-pump support
Medication reminders EHR integrations (Epic, Cerner, athenahealth)
Basic patient reports Advanced analytics dashboards
Single patient profile Multi-clinic and care team management
Notifications AI-powered predictions and clinical decision support
Cloud backend Enterprise-scale infrastructure with high availability
Web + mobile (patient-facing) Patient, clinician, caregiver, and admin portals
Basic HIPAA compliance Full compliance program (HIPAA, FDA, MDR, IEC 62304)

Cost Factors for Diabetes Platform Development

Development cost depends on the platform's scope, the depth of integrations, and the compliance program the product must satisfy. The factors below drive most of the cost variance.

Product Scope

Mobile app only vs. full platform (patient app + clinician portal + caregiver access + admin).

User Roles

Number of user types and the complexity of their workflows (patients, clinicians, care coordinators, caregivers, admins).

Device Integrations

Number and complexity of medical device integrations (CGM, pumps, glucometers, wearable, connected pens, etc.).

EHR Integration

The degree of EHR integration goes from simple exports to full FHIR integration within top EHRs.

Telemedicine

In-app telemedicine (video chat, messaging, e-visits) or integration with a telemedicine solution.

AI-Based Analytics

Number of AI-driven capabilities (predictive analytics, decision support, personalization).

Regulatory Compliance

Scope of compliance work (HIPAA-only vs. FDA + MDR + IEC 62304 for software-as-a-medical-device).

Cloud Infrastructure

Scale, availability, and disaster recovery requirements shape infrastructure cost.

Reporting and Analytics

Depth of reporting for clinicians, health systems, and payer organizations.

Medical Device & Healthcare Integrations

Chudovo develops diabetes management software that integrates with medical devices, healthcare platforms, and clinical systems through industry-standard APIs and secure connectivity technologies.
Continuous Glucose Monitors (CGMs)
Insulin Pumps & Connected Insulin Pens
Blood Glucose Meters
Wearables & Consumer Health Platforms
Device Connectivity
Electronic Health Record (EHR) Systems
Laboratory Integrations
Pharmacy & e-Prescribing
Identity & Access Management
Continuous Glucose Monitors (CGMs)
  • Dexcom (G6, G7, Follow API)
  • Abbott FreeStyle Libre (2, 3, LibreLink API)
  • Medtronic Guardian
  • Senseonics Eversense
Insulin Pumps & Connected Insulin Pens
  • Medtronic MiniMed
  • Tandem t:slim X2
  • Insulet Omnipod
  • Ypsomed mylife YpsoPump
  • Beta Bionics iLet
  • Companion Medical InPen
  • Novo Nordisk NovoPen 6 & NovoPen Echo Plus
  • Common Sensing Gocap
Blood Glucose Meters
  • Ascensia Contour
  • LifeScan OneTouch
  • Roche Accu-Chek
  • Bayer glucometer families
Wearables & Consumer Health Platforms
  • Apple HealthKit
  • Google Health Connect
  • Samsung Health
  • Fitbit Web API
  • Garmin Health API
  • Apple Watch
  • Wear OS
Device Connectivity
  • Bluetooth Low Energy (BLE)
  • Bluetooth Classic (where applicable)
  • NFC device pairing
  • ANT+ (selected fitness devices)
  • Wi-Fi-enabled medical devices
  • USB / OTG synchronization
  • Background synchronization
  • Offline data buffering
  • Secure device pairing and authentication
Electronic Health Record (EHR) Systems
  • Epic (App Orchard, USCDI)
  • Oracle Health (Cerner)
  • athenahealth
  • eClinicalWorks
  • NextGen
  • Meditech
  • Allscripts
Laboratory Integrations
  • LabCorp
  • Quest Diagnostics
  • Community and reference laboratory networks
Pharmacy & e-Prescribing
  • Surescripts
  • Retail and specialty pharmacy networks
Identity & Access Management
  • Microsoft Entra ID
  • Okta
  • Auth0
  • Active Directory

Customer's reviews

David Wright
Manager of Dev Operations
YesCare (formerly Corizon Health)
Thanks to Chudovo, the company has reduced their time to deliver by half. They’ve also experienced no database emergencies. The team has been greatly reliable, ensuring that every project will be completed. Stakeholders are happy with their services, resulting in a good ongoing relationship.

Typical Project Timeline

Timelines depend on scope, integrations, and the compliance program the product must meet. The ranges below reflect typical diabetes projects Chudovo delivers.

Phase Timeline What It Covers
Discovery 2–4 weeks Scoping, architecture, compliance planning
MVP 3–5 months First functional version for market validation
Enterprise Platform 6–12 months Production-ready platform with device integrations, EHR connectivity, and full compliance program

Final timelines are set during discovery based on the specifics of each project.

Custom vs Off-the-Shelf Diabetes Software

Off-the-shelf diabetes platforms work for some organizations, but many clients reach a point where the platform’s constraints limit their business. The comparison below shows what changes when a client moves from off-the-shelf to custom.

Off-the-Shelf Custom Software
Limited customization to the vendor’s roadmap Tailored to the client’s workflows and roadmap
Fixed set of devices and EHR integrations Any device and any integration the client needs
Vendor lock-in and roadmap dependency Full ownership of code and roadmap
Ongoing subscription fees One-time investment with long-term ROI
Generic user experience Brand-aligned UX for patients and clinicians
Limited access to underlying data Full access to data for analytics and AI

Types of Clients We Serve

Diabetes platforms can target different kinds of buyers within the digital health industry. Chudovo works with clients across the digital health ecosystem.

Digital health startups

creation of patient-facing diabetes products.

Medical device companies

adding connected software to the hardware solution.

Hospitals and health systems

implementation of diabetes programs at scale.

Diabetes clinics/endocrinology offices

patient condition monitoring.

Telemedicine providers

creation of real-time consultancy solutions.

Healthcare SaaS vendors

integration of diabetes treatment modules into existing platforms.

Payers' organizations

implementation of chronic disease management solutions.

Pharma companies

creation of diabetes treatment support programs.

Quote

Andrew Vakulich
Diabetes technology depends on two key components: the quality of the integration of the devices and the credibility of the platform that it earns in the eyes of patients and physicians. If the CGM data is inaccurate or comes late, then the doctors won't use it anymore. And if the mobile application for the patients is not convenient, then the patients will stop tracking their blood glucose level. That’s why we focus on the acuracy and performance while development
Andrew Vakulich
Delivery Manager

Why Chudovo for Diabetes Software Development

Medical Device Connectivity

Chudovo builds diabetes platforms with native connectivity to CGMs (Dexcom, Abbott, Medtronic), insulin pumps (Omnipod, Medtronic MiniMed, Tandem), Bluetooth glucometers, and connected insulin pens - through manufacturer SDKs, BLE protocols, and cloud APIs. This is the depth of device integration that separates real diabetes platforms from generic health apps.

Remote Patient Monitoring Expertise

Chudovo builds RPM as a care delivery model, not just as data connectivity - with clinician alerting logic, escalation workflows, care team collaboration, and clinical operations integration that turn continuous patient data into actionable clinical decisions.

Consumer-Grade Mobile Health UX

Chudovo brings mobile UX depth to healthcare that meets consumer expectations - patient engagement design that supports adherence and long-term behavioral change alongside the compliance requirements HIPAA, FDA, and MDR demand.

Continuous Device and Regulatory Support

Chudovo supports diabetes platforms through the ongoing shifts they face - new device generations, mobile OS updates, evolving FDA and MDR requirements, and expansion into new device categories and markets - through application maintenance and support services.

Compliance & Security

Diabetes platforms operate under demanding compliance requirements - often more demanding than general healthcare apps because of medical device software regulations. Chudovo builds compliance and security into every layer.
Healthcare Regulations
Medical Device Regulations (where applicable)
Security Architecture
Data Governance
Healthcare Regulations
  • HIPAA (Privacy Rule and Security Rule)
  • HITECH Act
  • GDPR
  • CCPA
  • 21st Century Cures Act (information blocking rules)
Medical Device Regulations (where applicable)
  • FDA 21 CFR Part 820 (Quality System Regulation)
  • FDA Software as a Medical Device (SaMD) guidance
  • EU MDR (Medical Device Regulation)
  • IEC 62304 (software lifecycle for medical device software)
  • ISO 14971 (risk management for medical devices)
  • ISO 13485 (quality management for medical devices)
Security Architecture
  • Encryption at rest (AES-256)
  • Encryption in transit (TLS 1.3)
  • Role-based access control
  • Multi-factor authentication
  • Secure APIs with OAuth 2.0 and OpenID Connect
  • Audit trails for all PHI access
Data Governance
  • Business Associate Agreements (BAA) support
  • Data classification and labeling
  • Retention policies aligned with healthcare and medical device requirements

Technology Stack

Healthcare Standards
Databases
Authentication and Authorization Protocols
  • iOS (Swift, SwiftUI, CoreBluetooth, HealthKit)
  • Android (Kotlin, Jetpack Compose, Health Connect)
  • Flutter
  • React Native
Healthcare Standards
  • HL7 v2 and v3
  • FHIR
  • SMART on FHIR
  • HAPI FHIR
  • Microsoft FHIR Server
  • Mirth Connect
  • LOINC, SNOMED CT, RxNorm
  • PyTorch
  • TensorFlow
  • scikit-learn
  • Azure Machine Learning
  • Amazon SageMaker
  • Vertex AI
Databases
  • PostgreSQL
  • Microsoft SQL Server
  • MongoDB
  • InfluxDB (time-series glucose data)
  • Redis
Authentication and Authorization Protocols
  • OAuth 2.0
  • OpenID Connect
  • SAML 2.0

Business Benefits

Purpose-built diabetes platforms deliver value across patient outcomes, clinical operations, and product economics for the organizations that build them.
benefits
Better Patient Engagement
A well-designed patient experience keeps users logging data, following treatment plans, and staying connected to their care team — which is the single biggest predictor of long-term diabetes outcomes.
benefits
Continuous Glucose Monitoring Support
Native support for CGM data streams brings real-time glucose visibility into the patient experience and into the clinician's view of patient status.
benefits
Reduced Hospital Readmissions
Continuous monitoring and early intervention on glucose trends lowers the frequency of diabetes-related complications that would otherwise lead to hospital admissions.
benefits
Better Treatment Adherence
Medication reminders, insulin dosing, and personalized coaching help patients adhere to their treatment plan.
benefits
Real-Time Clinician Visibility
Clinicians have access to patient data as it comes in, not weeks later at scheduled visits, which changes diabetes care from reactive to proactive.
benefits
Remote Patient Monitoring
Care teams monitor patient status remotely, which extends the clinician's reach across geographies and lowers the cost of care delivery.
benefits
Better Long-Term Outcomes
Continuous data, adherent patients, and engaged clinicians together deliver the outcome improvements that value-based care models increasingly require.

Featured Projects

FAQ

Is it possible to integrate with other devices besides those shown on this page? Answer
Yes. Devices mentioned here are those we are working with regularly; however, the patterns of integration are general and applicable to any CGM, any pump, or connected device. Chudovo covers the new device integrations during the discovery process and delivers them together with the main platform build.
Is it possible to take over the existing software development project from other vendors? Answer
Yes. Chudovo takes over existing diabetes products from other vendors regardless of the project's development stage, whether it is a mid-development stage, already launched but with poor support, or ready to proceed to the next steps. The handover process usually starts with codebase analysis and knowledge transfer from outgoing team members, with a subsequent stabilizing period before introducing any new functionality.
Is it possible to build patient and physician apps in a single platform? Answer
Yes. A diabetes platform built by Chudovo usually includes a mobile patient app, physician portal, and common backend services sharing a single architecture. Both patient and physician apps are running on the same clinical data with specific UI/UX for each of them.
How do you assure accuracy and reliability of data coming from medical devices? Answer
Chudovo creates a device integration layer with data validation, deduplication, gap detection, and reconciliation logic, accounting for the specifics of working with connected devices such as Bluetooth connection issues, sensor drift, or API changes made by the vendor. Data lineage is maintained, making it possible to trace any glucose reading or insulin dose to the device that provided it.
Does the platform accommodate multiple clinics or healthcare organizations? Answer
Chudovo creates a multi-tenant platforms that service several clinics, health systems, or payers in a single deployment, including tenant-level isolation, per-organization branding, and workflows.
Who owns the source code and intellectual property? Answer
Source code, intellectual property, and the deployed platform belong to the client. Chudovo builds platforms under a work-for-hire contractual relationship and fully transfers intellectual property rights to the client, while source code is maintained in the client's repositories at all times.
Is there any assistance in FDA or MDR documentation preparation? Answer
Yes. For clients developing software as a medical device, Chudovo provides the documentation necessary for FDA 510(k) or MDR technical file submission alongside the development process, including software requirement specification, risk management documents according to ISO 14971, software architecture documentation, and traceability matrix under IEC 62304. Documents are developed in parallel with the development process rather than prepared after its completion.
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