Six capabilities. One logic.
01. Signal Intelligence Framework Design
We architect the analytical approach: which signals, which methods, which data architecture, which explainability model.
What this looks like: Spatio-temporal graph neural network design · Federated learning architecture · Topological analysis frameworks · Reverse inference concepts for multi-domain data.
Deliverables: Framework architecture · Method rationale · Data flow design · Validation strategy
02. Wearable & Sensor Programme Design
We design data acquisition programmes and analytical strategies for continuous wearable and environmental sensor data.
What this looks like: Clinical-grade biosensor programmes (ECG, HRV, accelerometry, SpO2, temperature) · Consumer wearable integration · Environmental and ecological data fusion.
Deliverables: Study design · Sensor selection · Data protocol · Analytical approach · FAIR strategy
03. Digital Biomarker & Early Warning Programmes
We conceive biomarker strategies and early warning approaches, then co-develop detection pipelines with research partners.
What this looks like: Pre-event detection from continuous physiological signals · Event subtyping through unsupervised methods · Population-level anomaly detection and risk forecasting.
Deliverables: Biomarker concept · Pipeline design · Co-development coordination · Clinical alignment
04. Decision Support & System Integration
We design AI-enabled decision-support systems conceived for actual governance structures and operational workflows.
What this looks like: Tiered escalation architectures · Interoperability with national health information systems · Human-in-the-loop governance · Uncertainty quantification and confidence reporting.
Deliverables: Decision-support concept · Escalation design · Interoperability architecture · Governance model
05. Consortium Building & Programme Leadership
We assemble partnerships, design work packages, and lead programme delivery in European and internationally funded research.
What this looks like: Multi-partner Horizon Europe consortium co-leadership · EDCTP3 programme participation · Innosuisse innovation partnerships · Communication, dissemination, and exploitation strategy.
Deliverables: Consortium design · Proposal development · WP leadership · Exploitation strategy
06. Science-to-Market Strategy & Venture Building
We help research-stage ventures and innovation programmes find their path from concept to impact.
What this looks like: Scientific positioning for investor communication · AI platform strategy and workflow design · IP strategy input · Translational roadmap development.
Deliverables: Positioning strategy · Investor narrative · Go-to-market plan · Venture architecture