VSNOVA platform thesis

Build one measurement core.Earn every application.

VSNOVA brings controlled breath capture, multi-signal sensing, calibration and source-aware modelling into one developing platform. Devices share the engineering core, never the evidence claim.

Current buildVAYU instrument + clinic-connected respiratory programme

Signal architecture / interactive
01Breath inputStandardised sample

Core technical uncertainty

Can a breath signal remain comparable across people, time and sites?

The central R&D problem is not detecting a changing sensor response. It is determining whether controlled capture, calibration and source correction can produce a repeatable signal that remains linked to one predefined biological endpoint across days, instruments, operators and populations.

Layer 01

Controlled sampling

Breath fraction, flow, humidity, cartridge and collection quality.

Engineering purposeMakes breath samples comparable before sensing begins.

The moat is the complete chain, not one sensor or one model.

The platform architecture

Hardware, care context and data advance together.

VAYU is the physical measurement engine. The digital programme is the clinical operating layer. Paired data is designed to become the accumulating advantage.

  1. 01

    VAYU measurement engine

    Controlled capture, multi-signal sensing, calibration and source-aware modelling.

  2. 02

    Clinical operating layer

    Partner-clinic context and digital follow-through around chronic respiratory health.

  3. 03

    Paired data asset

    A planned corpus linking breath, environment, longitudinal context and reference measures.

  4. 04

    Application products

    Separate models and intended uses for respiratory, oncology, gut-brain and respiratory-infection research pathways.

The paired dataset is a planned asset under development. It is not presented as an existing validated proprietary corpus.

Protectable system

The moat is the chain, not a single sensor.

The defensible surface is intended to span physical design, calibration, technically implemented correction and application-specific models. Patentability and ownership remain subject to formal review and filing.

  1. 01

    Sampling system

    Breath fraction control, flow and humidity measurement, cartridge design and sample-quality gating.

  2. 02

    Sensing + calibration

    Multi-channel response, interferent handling, blanks, drift correction and instrument quality control.

  3. 03

    Technical source correction

    Methods that account for ambient, oral, airway, systemic and instrument contributions.

  4. 04

    Disease-specific models

    Locked computational endpoints connected to explicit reference methods and independent evaluation.

What the next build unlocks

Capital becomes measurable platform assets.

The next development phase concentrates effort in the physical instrument, analytical controls, paired studies and partner-site operation needed to reduce technical risk.

  1. 01Integrated VAYU instrument iterations
  2. 02Calibration and interferent studies
  3. 03Paired breath and reference cohorts
  4. 04Quality-locked source-correction models
  5. 05Partner-site research deployments

Commercial platform engine

The programme, instrument and paired data are designed to strengthen one another.

01
Planned initial entry

Clinic-connected programme

An operating layer designed for partner clinics around COPD and chronic respiratory support.

DPIIT assessment context

The case is the work, not the label.

VSNOVA is preparing an application around an integrated biological-measurement platform, not a software wrapper or an off-the-shelf sensor. The case depends on company-specific R&D records, measured technical risk reduction, IP review and a credible path from research instrumentation to separately validated applications. Recognition remains subject to DPIIT assessment.

Read the official notification
Application statusIn preparation
  1. 01
    Integrated advancement

    Controlled sampling, multi-signal sensing, calibration and source-aware modelling operate as one quality-gated system.

  2. 02
    R&D programme

    Instrument iterations, interferent studies, repeatability tests and paired breath-reference cohorts.

  3. 03
    Technical uncertainty

    Repeatability, source attribution, biological linkage and site transfer remain open measurement questions.

  4. 04
    Potential IP

    Sampling, calibration, correction and locked application models are under novelty and ownership review.

  5. 05
    Commercial pathway

    The clinic-connected programme and developing instrument form the initial route; later products remain validation-dependent.

The 4 February 2026 notification extends the recognition window to 20 years and the turnover ceiling to ₹300 crore only for entities recognised as Deep Tech Startups. These are not VSNOVA's present status or automatic benefits.

Oncology horizon

A cancer signal must survive the real world.

Breath-oncology studies are promising, but smoking, diet, comorbidities and other diseases can reshape VOC patterns. The VSNOVA thesis is to build source correction, longitudinal context and reference linkage into the platform before asking a disease-specific question.

Examine the confounding evidence

Future research only. VSNOVA has no current cancer screening, diagnosis, monitoring or treatment capability.

ONCOLOGY / FUTURE VALIDATIONCONCEPTUAL · NOT PATIENT DATA
Conceptual signal illustration for future lung-oncology research. This is not patient data.
01
Future study questionCould a controlled breath pattern add signal before symptoms?

A future screening-support question, tested only against established reference diagnostics in an appropriate cohort.

Controlled breathLocked endpointIndependent comparison

Long-horizon research

From individual phenotypes to respiratory preparedness.

Infection can change host metabolism, airway inflammation and microbial activity. The platform horizon is to study these layers. A VOC pattern alone would not identify a virus, bacterium, strain or source.

  1. 01

    Host-response phenotype

    Investigate candidate VOC patterns associated with airway inflammation, oxidative stress and microbial metabolism.

  2. 02

    Exhaled-particle capture

    A separate future sampling pathway linked to target-specific molecular or microbiological assays.

  3. 03

    Aggregate anomaly research

    Study privacy-preserving approaches to aggregate departures from a defined baseline under clinical and public-health governance.

Research horizon only. VOC phenotyping alone cannot identify a pathogen, confirm an outbreak or attribute a biosecurity event. Those uses require purpose-built assays, confirmatory laboratories and independent public-health validation.

See how the architecture becomes a product system.

VAYU is the active physical build. Controlled sampling and context sensing show how the same measurement obligations can extend into a staged product family.