Cases
Cases · Aerospace Illustrative application · concept

The hardest cohort in the universe.

A crew on a 7-month transit to Mars is a biomarker problem with no hospital. Six physiological systems degrade at once, with no resupply and a 4–24 minute comms delay — the extreme end of the same measurement the engine runs on Earth.

6physiological systems
7+ momission duration
0resupply · no hospital
4–24 mincomms delay to Earth

The challenge

Six systems fail quietly, and in parallel. Each has its own biomarkers, its own countermeasures, and its own clock. Monitoring one in isolation misses the interactions — the crew needs all six read together, continuously.

01 · Musculoskeletal

Bone & muscle loss

Weight-bearing bone and muscle waste without gravity load.

1–2%bone loss / month

BMD · CTX · osteocalcin · Vit D · PTH

02 · Cardiovascular

Cardiac deconditioning

Plasma volume drops; the heart atrophies; orthostatic intolerance on return.

−10–20%plasma volume

plasma volume · VO₂max · BNP · BP/HR

03 · Neuro-ocular (SANS)

Vision changes

Fluid shifts raise intracranial pressure and reshape the eye.

~70%of long-duration crew

ICP proxy · optic disc edema · acuity · choroid

04 · Immune

Immune dysregulation

Latent viruses reactivate; infection risk rises under chronic stress.

HSV · EBVreactivation

T-cell · NK activity · IL-6 · cortisol · IgG

05 · Radiation

Cumulative exposure

Dose accrues against a hard career limit; solar events spike acutely.

600–1200mSv career limit

cumulative dose · lymphocytes · chromosome aberrations

06 · Psychological

Isolation & circadian

Confinement and lost day/night cycles degrade sleep, mood and cognition.

PHQ-9 · PSS-10tracked

sleep quality · cognition · circadian alignment

How the engine applies

The same pipeline, pointed at the extreme. Multi-source biomarker data in, a measured mission-health signature out — with the reasoning and early warnings shown at every step.

Input · 6 systems Engine Output Musculoskeletal Cardiovascular Neuro-ocular (SANS) Immune Radiation Psychological Zenlo engine deterministic + AI · auditable 1 · Baseline & detect anomalies 2 · Quantify & compare by phase 3 · Ground in NASA / ESA / JAXA OUTPUT Mission health signature + early-warning alerts

Who this is for

Potential clients

Two buyers in one market: the agencies and institutes that fund crew-health research, and the commercial operators who will have to keep private crews healthy in orbit.

Research & funding

Annual solicitations for crew-health R&D — a funding and validation path.

TRISH · ESA · JAXA · NASA HRP

Commercial stations

Post-ISS operators who must own crew health on their own platforms.

Vast · Axiom · Orbital Reef · Starlab

Mission & launch operators

Crewed-flight programs screening and monitoring private astronauts.

Blue Origin · SpaceX

Illustrative application, not a deployment. This case is a concept built on open NASA / ESA / JAXA research to show how the Zenlo engine extends to the most demanding environment. Logos mark the market we are built for, not current customers.

Run your cohort through the engine

Whether it's a trial on Earth or a crew in orbit — send the before/after panels and we return a measured signature with an evidence trail.