swiv

swiv

Research Collaboration
Opportunities

Partner with us to advance digital therapeutics research. Our platform provides infrastructure for next-generation clinical trials, real-world evidence generation, and novel biomarker discovery.

Now Accepting Research Partners

We're actively seeking collaborations with academic institutions, medical centers, and research organizations. Early partners will help shape our platform development and have priority access to our research infrastructure.

Digital Biomarker Platform

Real-time Data Collection
Continuous passive sensing
Novel endpoint discovery
sensorsMultimodal inputs
processingEdge ML models
privacyHIPAA-compliant
scaleCloud-native architecture

Clinical Trial Infrastructure

Decentralized Trials
Remote participant enrollment
Reduced trial costs by 40%
recruitmentDigital screening
consenteConsent platform
monitoringReal-time compliance
data21 CFR Part 11 ready

AI/ML Research Tools

Advanced Analytics
Predictive modeling
Personalized interventions
modelsDeep learning
validationCross-validation
interpretabilityExplainable AI
deploymentReal-time inference

Collaboration Platform

Open Science Initiative
Data sharing framework
Accelerated discovery
accessAPI-first design
standardsFHIR compatible
governanceIRB templates
publicationCo-authorship model

Building on Established Evidence

Digital therapeutics have demonstrated significant efficacy across multiple meta-analyses and systematic reviews. Our platform aims to build upon this foundation with enhanced engagement, personalization, and real-world applicability.

Published Effect Sizes in Digital Mental Health

Source: Published meta-analyses and systematic reviews (2017-2019)

Research Application Potential

Traditional
Current Digital
Platform Potential

Why Partner With Us

  • ✓Access to cutting-edge digital biomarker technology
  • ✓Regulatory-ready data collection infrastructure
  • ✓Reduced trial costs and accelerated timelines
  • ✓Co-authorship on publications and IP sharing

Collaboration Pathways

Pilot Studies

3-6 months

Full technical support

Deliverables:
Feasibility data
Preliminary efficacy
Protocol refinement
Co-authored abstracts
Seed grants available

Clinical Validation

12-24 months

IRB & regulatory support

Deliverables:
Primary endpoints
Safety data
Peer-reviewed publications
FDA submission materials
Joint grant applications

Method Development

6-12 months

Engineering collaboration

Deliverables:
Novel algorithms
Validation studies
Patent filings
Technical papers
R&D partnership

Real-World Evidence

Ongoing

Data infrastructure

Deliverables:
Longitudinal data
Comparative effectiveness
Health economics
Policy briefs
Data licensing model

Technical Specifications

Sampling Rate

Up to 1000Hz
High-frequency physiological data

Data Storage

HIPAA-compliant cloud
Unlimited scalability

Battery Life

7+ days continuous
Long-term monitoring

Connectivity

BLE 5.0, WiFi, LTE
Real-time data sync

Processing

On-device ML
Privacy-preserving inference

Integration

HL7 FHIR, REST APIs
EHR interoperability

Security

End-to-end encryption
FDA 21 CFR Part 11 compliant

Projected Research Impact

Participant Reach

Current State
Traditional trials: 100s
Platform Potential
Digital platform: 100,000s

Data Points

Current State
Weekly assessments
Platform Potential
Continuous monitoring (1M+ daily)

Trial Duration

Current State
2-3 years typical
Platform Potential
6-12 months accelerated

Geographic Diversity

Current State
Single site/region
Platform Potential
Global enrollment

Cost per Participant

Current State
$6,000-$8,000
Platform Potential
$800-$1,200

Dropout Rate

Current State
30-40% typical
Platform Potential
<10% with engagement

Start Your Research Collaboration

We're actively seeking research partners who share our vision of advancing digital therapeutics through rigorous science. Early collaborators will have unique opportunities to shape our platform and research priorities.

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Data Access

Real-time access to multimodal data streams

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Co-Development

Shape features for your research needs

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Publication Support

Co-authorship and data for papers

Research Inquiries
research@swiv.ai
Partnership Discussion
Schedule a Call