Company

From MVP to worldwide deployment in under 3 years

Deep Breath turns high-resolution vital signs into structured, reliable insight — so hospitals and research teams can improve care quality, reduce staff burden and costs, and build trustworthy AI.

Our Vision

The standard for high-frequency vital signs in intensive care

In several years, Deep Breath will be the standard for high-frequency vital signs processing in intensive care — supporting management, research, education, and clinical decision support.

Our Mission

Enable timely, data-driven interventions in critical care

Enable clinicians to make timely, data-driven interventions that optimise, minimise, and personalise intensive care.

Continue

Who we are

Clinicians, engineers, and researchers building the data foundation for ICU care

Deep Breath brings together clinicians, machine-learning specialists, software engineers, medical-device experts, and researchers. Founded in the Netherlands, the company works with hospitals and research partners across Europe and the United States.

Daria Kozlova, Co-founder & CMO of Deep Breath, speaking at AI HOUSE AMS
Daria Kozlova — Co-founder & CMO, on stage at AI HOUSE AMS
Deep Breath presented at an international conference
Presented by clinical partners at international meetings
Deep Breath team member in a clinical setting
In the field with clinical partners

What we do

From bedside devices to structured, analysable information

We collect multimodal, high-resolution data directly from ventilators and bedside devices, then transform it into clean, synchronised, and analysable information that clinical teams and researchers can actually use.

Our platform is vendor-agnostic by design. It bridges the gap between the raw signals coming from ICU devices and the structured data needed for:

  • 01Quality management and protocol development
  • 02Clinical decision support
  • 03Clinical research and multicentre studies
  • 04High-quality dataset creation for advanced analytics and AI
Deep Breath platform running next to a ventilator and ICU monitors
Live at the bedside — high-resolution signals on the Deep Breath platform
Deep Breath platform architecture presentation at AdvanceMed
End-to-end platform architecture, presented at AdvanceMed

Our approach

Trustworthy clinical insight starts at the device

We believe trustworthy clinical insight and AI require more than models built on fragmented EHR data. That is why we have built an end-to-end platform that starts with retrieving high-resolution data from medical devices and delivers practical applications for clinical education, research, and decision support.

Deep Breath presenting the cost of ICU data gaps at Health Tech Forward

Evidence before models

We surface the real clinical and economic cost of missing high-frequency data — then close that gap with structured device streams.

Worked example on patient–ventilator asynchrony using Deep Breath labelled signals

Interpretable, labelled signals

Simple, accurate labels on high-resolution waveforms — so research, education, and AI start from data clinicians can trust.

Conference presentation featuring Deep Breath research

Built with clinical partners

From peer-reviewed work to multicentre studies and international stages — the platform is shaped in real ICUs, not only in the lab.

The foundation

We are building the data foundation intensive care needs

So clinicians can focus on patients, researchers can accelerate discovery, and AI systems can be monitored and trusted where it matters most.

Let's build the future of data-driven critical care together — whether you are running multicentre research, quality programmes, or bedside AI.

Because every
breath matters

Follow us

Contact us