Partners

Integration patterns

Four common shapes. In each, the highlighted steps are Oxynet; everything else stays as it is.

API v1 · docs 1.0 · updated 2026-09-22

Clinical software

REST API

CPET device

Clinical software

exports the test

Oxynet API

Structured physiology

with provenance

Clinical workflow / report

The software already holds the export. It posts the file as a test completes, stores the envelopes beside the record, and prints notes verbatim in the report. The clinician reads and signs; the measurement is consistent from test to test.

Research

REST from Python, R or MATLAB

CPET files

mixed vendors

Pipeline

Python / R / MATLAB

Oxynet

Structured dataset

one row per test

Analysis / publication

Heterogeneous exports from several sites processed one way. Upload tickets are minted in bulk for a folder. Store provenance as columns so the methods section can state the model and analysis version, and a refused recording stays in the dataset with its reason.

Device manufacturer

REST today; local or embedded by arrangement

Device

Native integration

manufacturer software

Oxynet

hosted, local or embedded

Physiological outputs

Manufacturer software

your interface, your report

The manufacturer keeps the interface, the reporting and the customer relationship; Oxynet supplies the physiology and keeps it current. A partnership can start on the hosted API and move inward without the interpretation changing underneath the customer.

AI agent

MCP

CPET

named by the user

AI agent

routes and explains

Oxynet MCP

Physiology

computed, not estimated

Agent response / workflow

The agent decides what to ask and explains what comes back; the thresholds and grades are computed by Oxynet. Files travel by upload ticket, so a cohort costs the agent a few hundred tokens per test rather than the whole signal.

The same in all four

The vendor file goes in unchanged. The cpet_id is the unit of work. Results come back in one envelope shape with provenance, input quality and notes. A refusal is kept, not retried into submission. Nothing carries a confidence score.