Accelerating Safe, Human-Centred Digital Health Innovation
• Agentic AI • Co-design • Evaluation • SaMD Readiness • Implementation Research • AI for Health
We help health services, universities, and digital health startups design, validate, and launch evidence-based technologies that improve clinical care and health outcomes.
• Agentic AI • Co-design • Evaluation
• SaMD Readiness • Implementation Research • AI for Health
We help health services, universities, and digital health startups design, validate, and launch evidence-based technologies that improve clinical care and health outcomes.
Our Services
Delivering measurable impact through specialised expertise in digital health innovation, research methodology, and technology testing, evaluation and implementation.
- Design & Technical Support
- Knowledge Translation
- Agentic AI
- Human-Computer Interaction
- Machine Learning & Deep Learning
Agentic AI Design, Deployment & Governance
Clinical workflow orchestration, human-AI collaboration models, continuous performance monitoring, risk and bias management, and compliant lifecycle governance.
Digital Health Strategy & Evaluation
Evidence-based study designs, impact evaluation, mixed methods research, and translational frameworks for hallth systems and academic teams
Co-Design & Human-Centred Product Development
Stakeholder workshops, journey mapping, usability testing, and iterative prototyping for digital tools
Applied AI, Machine Learning & Computer Vision
Biosignal interpretation, movement detection, data pipelines, model validation and reporting
Data Analytics and Insights
Data engineering, statistical analysis, integration, and visual dashboards
User Testing & Technical Support for Digital Health Platforms
User training, system integration, workflow optimisation, support for clinical teams, and identifying technical issues, and providing hands-on troubleshooting guides.
SaMD & Regulatory Readiness
Guidance for TGA classification, alignment with ISO (13485, 14971), IEC (62304, 62366), and risk management
Projects
Open to collaborating with Australia’s health innovation ecosystem
PAPiome is a plug-and-play integration ecosystem that unifies biosignal data from diverse devices and immediately transforms it into actionable, AI-driven analyses and insights.
PromiseMedi is a closed-loop medication management platform for atrial fibrillation that unites wearable ECG monitoring, adherence tracking, and cardiologist-supervised dosing to create a safer, more adaptive, and personalised therapy model.
Case Studies
Open to collaborating with Australia’s health innovation ecosystem
Just-in-time Adaptive Intervention for Sedentary &Phisical Activity Behaviours
Objectives:
Design, develop, and evaluate real-time, adaptive mobile interventions aimed at improving human behaviour. Example applications include reducing sedentary behaviour and increasing physical activity through adaptive algorithms and real-time sensing.
JITAI
Intervention
Adaptation
Real-time
Just-in-time Adaptive Intervention for Human Behaviours
Objectives:
Design, develop, and evaluate real-time, adaptive mobile interventions aimed at improving human behaviour. Example applications include reducing sedentary behaviour and increasing physical activity through adaptive algorithms and real-time sensing.
JITAI
Intervention
Adaptation
Real-time
publication:
Control Systems Modelling of Human Behaviours
Objectives:
Develop dynamical systems models to optimise heart-disease medication strategies, identify heart risk, and understand human behaviour change (e.g., sedentary behaviour). Work includes model conceptualisation, simulation, testing, and validation
Control System
Dynamic System
Optimisation
Modelling
Control Systems Modelling of Human Behaviours
Objectives:
Develop dynamical systems models to optimise heart-disease medication strategies, identify heart risk, and understand human behaviour change (e.g., sedentary behaviour). Work includes model conceptualisation, simulation, testing, and validation
Control Systems
Dynamic System
Optimisation
Modelling
publication:
Co-desig and Development of Smart Systems for Chronic Diseases Management
Objectives:
Lead and contribute to multiple co-design projects, including platforms for diabetes and heart-disease self-management. Responsibilities include developing frameworks and interview guides, conducting interviews, analysing data, and designing platform architectures.
Co-design
Need Assessment
Diabetes
Cardiovascular Disease
Co-design and Development of Smart Systems for Chronic Diseases Management
Objectives:
Lead and contribute to multiple co-design projects, including platforms for diabetes and heart-disease self-management. Responsibilities include developing frameworks and interview guides, conducting interviews, analysing data, and designing platform architectures.
Co-Design
Need Assessment
Diabetes
Cardiovascular Disease
publication:
From Consept to Clinical Validations, We bridge
Science, Technology, and Care
From Consept to Clinical Validations, We bridge
Science, Technology, and Care
Resources & Insights
Open to collaborating with Australia’s health innovation ecosystem
Co-Design in Healthcare: A Foundation for Scalable, Trustworthy Digital Platforms
Co-Design in Healthcare: A Foundation for Scalable, Trustworthy Digital Platforms Digital health...
Agentic AI in Healthcare: From Decision Support to Autonomous Care Orchestration
Artificial intelligence (AI) in healthcare is undergoing a structural shift. While earlier...
SaMD Readiness in Australia
Before Developing Digital Health Solutions Learn how to prepare your organisation for...
Micro-Randomised Trials (MRTs)
The Future of Digital Behaviour Change and JITAI Research Discover how micro-randomised...
Co-Design in Healthcare: A Foundation for Scalable, Trustworthy Digital Platforms
Co-Design in Healthcare: A Foundation for Scalable, Trustworthy Digital Platforms Digital health...
Agentic AI in Healthcare: From Decision Support to Autonomous Care Orchestration
Artificial intelligence (AI) in healthcare is undergoing a structural shift. While earlier...
SaMD Readiness in Australia
Before Developing Digital Health Solutions Learn how to prepare your organisation for...
Micro-Randomised Trials (MRTs)
The Future of Digital Behaviour Change and JITAI Research Discover how micro-randomised...
Ready to Transform Your Digital Helth Vision?
let’s discuss how we can help you design, develope, and scale digital health solutions that make a real impact.
Ready to Transform Your Digital Health Vision?
let’s discuss how we can help you design, develope, and scale digital health solutions that make a real impact.
Why ReDAdvise
Evidence-Driven, Human-Centred Approach
Our work combines behavioural science, clinical workflow understanding, and rigorous evaluation to ensure digital health tools are usable, safe, and impactful.
Regulatory & Technical Confidence
We help teams navigate TGA pathways, SaMD requirements, cybersecurity considerations, and interoperability challenges.
Deep Expertise Across Research
With experience spanning academia, hospitals, startups, and translational research, we bring rare interdisciplinary insight into how digital tools succeed in
real clinical settings.
Flexible Collaboration Models
Government & NGOs
University research teams
Health services
Medtech & digital health startups
Government & NGOs
University research teams
Health services
Medtech & digital health startups
Get in Touch
Based in Mwlbourne, serving healthcare organization across Australia and beyound
Contact Information
Location
Melbourn, Victoria, Australia
Info@redadvise.com
Website
redadvise.com