PARTNERS
Start with the outcome. Build the evidence and deployment path together.
NeuTigers works with device manufacturers, life-sciences companies, care organizations and clinical researchers to translate Edge-AI science into defined partner programs.
Find your partnership pathway →ENGAGEMENT MODELS
Flexible structures. Explicit decision gates.
The right structure depends on intended use, data access, evidence maturity, device constraints and geography.
Technology licensing
Sponsored validation
Device integration
Geographic commercialization
END-TO-END PARTNER OFFERING
Partner Offering — fully integrated and optimized product development.
From project internal kick-off to partner deployment: study design, planning, execution and algorithm DevOps in one gated program.
Study’s Design
Exploratory-Field Study
- Test the apps
- Validate the data flow
- Adjust if needed the study design and amend associated protocol and regulatory documents
Study Design
- Identify the right KOLs/PIs
- Establish the specific use cases and objectives of the study
- Consolidate the prospective study protocol
- Obtain regulatory approval (IRB)
Study’s Planning
Study Clinic PI’s Kick-off
- Present the study to the medical team
- Assign the tasks and responsibilities
- Validate the feasibility of the study (human resources, devices, logistics, etc.)
Study Planning
- Medical team training
- Schedule of participants’ enrollment
- Establish the study timeline
Study’s Execution
Data Collection and Processing
- Gather, process and control quality (raw data and labeling)
- Augment data using synthetic data and data labeling solutions
Study Oversight
- Feedback of the medical team
- Integration of the trial tasks to their daily activity
- Provide adjustment if necessary
Signal Validation
- Conduct additional analyses to establish the signal is accurate, reliable and reproduceable
Algorithm DevOps
Algorithm Development
- Optimize on-device deep neural network (DNN) algorithm leveraging proprietary edge technology
Partner’s Deployment
- Partner with client to deploy solution across all required platforms and divisions
- Continuously support client to update and further optimize AI algorithms as needed or required
INDICATIVE PROCESS
Discovery
Feasibility
Data & clinical plan
Model development
Validation
Deployment
Each stage has defined inputs, decision criteria, owners and evidence requirements. Scope and timing are agreed for each engagement.
CHANNELS
One platform. Five partner channels.
SweetDeep® brings clinically validated metabolic intelligence to every part of the healthcare value chain — clinically validated, privacy by design, Edge-AI enabled and globally scalable.

Integrate metabolic intelligence into watches
- Differentiate devices with advanced health capabilities
- Increase user engagement and device stickiness
- Unlock new services and revenue streams

Patient identification, trials & digital companions
- Enrich trials with the right high-risk populations
- Improve trial efficiency and reduce costs
- Engage and monitor patients with digital companion tools

CGM integration & risk stratification
- Integrate with CGM and other medical devices
- Risk stratification for better clinical decisions
- Enhance device value and clinical adoption

Remote risk screening at scale
- Population-wide remote risk screening
- Early identification and care pathway activation
- Improve outcomes and reduce total cost of care

Population screening & lifestyle intervention
- Identify at-risk individuals early in the population
- Drive targeted lifestyle interventions
- Reduce claims, lower costs and improve productivity
RESEARCH INSTITUTIONS
Co-develop and validate digital biomarkers.
For research and clinical institutions targeting high-unmet-need conditions.
- Useful starting inputs
- Cohort, protocol, data access and scientific question.
- Typical engagement
- Research collaboration · sponsored study
- Foundation
- Decentralized study know-how, IRB-approved data collection and the KB-PCMHD cardiometabolic knowledge base.
TRACTION
Validated technology. A defined path to scale.
Where the clinical programs, partnerships and platform stand today.
OEM partnerSamsung (South Korea)
Academic partnerPrinceton University (US)
Clinical networksUS: Hackensack Meridian + Jersey Shore University Medical Center · EU: AP-HP + CHSF · MENA: CIC + Burjeel Hospitals Network



CLINICAL VALIDATION
Diabetes + women’s health
- 4 studies across 3 continents
- Prospective multimodal sensor data
- Algorithms finalized for field validation
SAMSUNG PARTNERSHIP
Proof-to-commercial path
- Galaxy Watch POC completed
- Android + Wear OS apps operational
- Commercial licensing discussions next
STRATEGIC FUNDING
External validation
- TII, Samsung and France 2030 funded work
- MFDeep awarded $300K via France 2030
- Genopole supports EU clinical pathway
START A QUALIFIED DISCUSSION
Move from a strategic question to a defined feasibility path.
Tell us about your device, therapeutic program, clinical study or market opportunity.
Contact NeuTigers ↗






