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Use Cases

One Platform, Many Frontiers

From diabetes research to electronic nose development — the Super Sensors platform adapts to your analyte, your study, and your workflow.

Non-invasive glucose monitoring via breath is one of the most sought-after goals in diabetes care. The Super Sensors platform enables longitudinal at-home breath data collection paired with blood glucose ground truth — the dataset foundation required to develop and validate breath-based glucose algorithms.

Why breath for glucose?

Exhaled acetone correlates with blood glucose metabolism and has been studied as a non-invasive glucose proxy. Collecting paired breath + BG data longitudinally, at home, is the critical missing ingredient for algorithm development — and exactly what the Super Sensors platform is built to do.

Platform fit

  • BLE-connected device for independent home use by diabetic patients
  • Mobile app captures blood glucose readings alongside every breath session
  • Longitudinal multi-session dataset with full compliance tracking
  • IRB-ready data structure for clinical study documentation

With the withdrawal of leading breath ketone monitors from the market, a gap exists for accurate, research-grade home ketone monitoring. The platform supports ketone breath studies for ketogenic diet research, metabolic health platforms, and fasting protocol monitoring.

The market gap

The 2024 departure of Biosense from the consumer breath ketone market removed the category's most credible device. Researchers and wellness platforms studying ketosis now lack a validated, home-deployable measurement tool. Super Sensors fills this gap with configurable, research-grade hardware at an accessible price point.

Platform fit

  • Configurable for acetone and short-chain fatty acid marker sensing
  • Home deployment for ketogenic diet adherence studies
  • Paired meal timing and dietary annotation via app
  • Multi-session longitudinal tracking for fasting protocols

Breath contains volatile biomarkers linked to lung cancer, colorectal cancer, kidney disease, COPD, and infectious disease. The platform provides a standardized, affordable tool for breath biomarker discovery studies that previously required expensive GC-MS lab infrastructure.

Accessible discovery

GC-MS remains the gold standard for breath VOC analysis, but its cost and lab-bound nature limit study scale and real-world applicability. The Super Sensors platform enables pilot biomarker discovery studies and longitudinal real-world data collection at a fraction of the cost — with full configurability for any target analyte set.

Platform fit

  • Fully configurable sensor array for any VOC target panel
  • Standardized breath collection protocol for reproducible sampling
  • At-home longitudinal collection — no lab visit required
  • IRB-ready audit log and structured data export

Building an e-nose requires large, diverse, well-labeled datasets collected under real-world conditions. The Super Sensors platform serves as the data acquisition layer for teams training ML models on breath, air quality, or chemical fingerprinting applications.

The dataset bottleneck

Electronic nose algorithms are only as good as their training data. Building a real-world, multi-session, labeled MOS sensor dataset has historically required custom hardware development. Super Sensors provides an off-the-shelf, configurable DAQ platform that lets teams focus on model development instead of hardware engineering.

Platform fit

  • Broad MOS sensor arrays — up to 5 simultaneous channels
  • Custom sensor configuration for any analyte target
  • Cloud data pipeline with structured CSV export for ML pipelines
  • Multi-subject, multi-session dataset building at scale

MOS sensors are proven in food freshness detection, fermentation monitoring, and shelf-life prediction. The platform's configurable sensor array and cloud data pipeline are adaptable beyond breath — supporting benchtop food quality and agricultural VOC analysis.

Platform fit

  • Configurable MOS array for food-specific VOC signatures
  • Structured data logging with sample metadata and timestamps
  • Cloud pipeline for fermentation batch tracking and comparison
  • Adaptable beyond breath — benchtop headspace sampling compatible

Hardware teams developing next-generation wearables or health devices can use the Super Sensors platform as a validated development and dataset-building kit before designing their own custom sensor hardware.

De-risk your hardware development

Building a custom sensor device from scratch without validated data is a high-risk path. Using the Super Sensors platform as your development kit lets you build and validate your algorithm, study design, and data pipeline before committing to custom ASIC or form factor development.

Platform fit

  • Application-dependent sensor configuration
  • Validated home-use deployment for real-world data collection
  • API export compatible with any downstream ML or analytics pipeline
  • Proven platform to demonstrate concept before custom hardware investment

Your application isn't listed?

The Super Sensors platform is configurable for almost any VOC analyte. Tell us what you're studying or building and we'll work with you on the right sensor configuration.