Objective Adherence Data for Research and Pharma
Objective, real-time adherence data – from pill box to research portal.
The Adherence Gap in Clinical Research
Why objective adherence data is critical for reliable clinical evidence.
Biased Adherence Measurement
Traditional adherence measures such as self-reporting and pill counts systematically overestimate adherence.
Lack of Behavioral Visibility
Traditional methods provide no objective real-time insights into patient behavior during the study period.
Uncertain Trial Outcomes
Undetected non-adherence makes it impossible to distinguish between treatment failure and poor adherence, leading to unreliable conclusions about efficacy.
~40%
of non-adherence remains undetected with traditional methods
Source: Systematic Review & Meta-Analysis (medRxiv, 2020)
One Integrated Adherence Platform
The bridge between patients and researchers. DoryGo combines smart hardware, a patient-friendly app, and a powerful study portal into one integrated adherence platform.
Smart Pill Box
Passive, sensor-based tracking of every dose – no patient input required. Data collection starts the moment the blister is inserted.
- Eliminate self-report bias – every dose objectively captured
- Never left behind – integrated tracker alerts when box is forgotten
- Set & forget – one-year battery life, no charging required
- Deploy anywhere – cellular connectivity, no home internet needed
- Blister verification – auto-checks correct blister for the day
Mobile App
Keeps patients on track with smart reminders and real-time feedback – while giving them full visibility into their own adherence.
- Time-validated adherence – distinguishing on-time, late, and missed doses
- Adaptive smart reminders with escalating urgency
- AI medication assistant based on official Swissmedic data
- Health metrics & patient-reported outcomes (PRO)
- Motivational feedback – streaks, nudges, and peer comparison
Study Portal
Real-time dashboards, early warning alerts, and direct REDCap integration – everything research teams need to monitor and export study data.
- Live adherence monitoring with early dropout alerts
- Recruitment pipeline – from first contact to randomization
- Direct REDCap integration and scientific CSV exports
- Built for research teams – role-based, pseudonymized, multi-site
From Medication to Reliable Data
Pre-sort
Medications are sorted into daily blister packs by the pharmacy.
Insert
The patient inserts the blister into the Smart Pill Box.
Capture
Sensors automatically record each time the patient opens a compartment.
Transmit
Encrypted data is sent in real-time to the Study Portal.
Analyze
Research teams monitor, analyze, and export adherence insights.
Built for Clinical Research
DoryGo integrates seamlessly into existing research infrastructure – with REDCap connectivity, scientific export, and the Swiss eMediplan standard.
Live Adherence Monitoring
Track patient and cohort adherence in real time. Get early alerts for dropout risks before data is lost.
- Study KPIs: adherence, dropout rate, data completeness
- Data quality monitoring (missing days, technical issues)
- Granular role and permission system (25+ permissions)
Every Feature Generates Data
Every intervention is measurable. The DoryGo app supports patients in daily life – with configurable interventions that produce research-grade data.
Secure & Trustworthy by Design
An architecture designed to meet the requirements of ethics committees, IRBs, and data protection officers.
Hosting Layer
Swiss Hosted & Global ComplianceHosted in Switzerland and complies with GDPR and Swiss data protection requirements.
Access Layer
Role-based Access ControlAccess is restricted by role so study members only see data within their scope.
Data Layer
PII Separation & PseudonymizationPII is separated from medical data and pseudonymized to protect participant privacy.
Device Layer
End-to-End EncryptionAll data is end-to-end encrypted from device to portal, ensuring integrity and confidentiality.
Driving Research Forward
Objective data for diverse clinical and real-world applications.
Polypharmacy in Home Care
Track adherence across 4 daily doses for complex patients – without relying on self-report or clinic visits. Ideal for long-term observational studies.
- Multi-dose tracking
- No self-report required
- Long-term observation
Intervention Studies
Measure the real impact of adherence interventions (e.g., reminders, coaching) with objective, timestamped data – not patient diaries.
- Objective outcome measurement
- Timestamped intervention data
- Bias-free comparison
Multi-Site Clinical Trials
Deploy across sites and geographies with zero IT infrastructure. Cellular connectivity and role-based access make multi-center coordination effortless.
- Zero IT infrastructure
- Cellular connectivity
- Role-based multi-site access
Making Adherence Measurable
Precise Data. Better Research. Safer Therapies.
Ready to see DoryGo in action? Let's design your next study together.
Direct Contact
Adresse
DoryHealth AG, Hagenholzstrasse 81A, 8050 Zurich