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Chorus · Global Evidence Network · Launching 2026

Real-world evidence
that travels.

Chorus coordinates live pilots across cities, providers, and ecosystems — connecting operators, innovators, and researchers to test interventions in real environments, contribute structured outcome data, and compare results across sites globally.

Founding Partners OpenHealthspan · Sector OneMining · Transport · City BuildingCooperative Governance
Q1 2026
Network launch date
Founding pilots already live
Open
Founding node partners
across four continents
10+
Pilots in the bathroom health
vertical alone
The problem we solve

Good pilots. No memory.

01
Pilots that don't travel
Every year, health and innovation pilots generate results that nobody else can use. Different measurement frameworks, population definitions, and outcomes languages mean findings stay siloed — and organisations keep reinventing the wheel.
02
Evidence that doesn't stack
Individual projects may be high quality. But without a shared architecture, there's no cumulative learning. The same integration problems are solved again and again instead of being shared and improved over time.
03
The missing infrastructure
What's missing is not more pilots. It's a shared evidence architecture — one that connects what gets tested in one place to a global network of sites asking the same questions, so every finding builds on the last.
What Chorus provides

An open platform for evidence that works at scale

Chorus is an open, cloud-based platform that coordinates real-world pilots across cities, providers, and ecosystems. It connects operators, innovators, and researchers to test interventions in live environments, contribute structured outcome data, and compare results across contexts. By aggregating and standardising this evidence, Chorus identifies patterns, benchmarks performance, and generates practical playbooks that help partners design better interventions and make evidence-based decisions.

Chorus is not limited to any single domain. Pilots investigate preventive health sensing, environmental quality, behavioural patterns, assistive technologies, and built-environment interventions. The common thread is a commitment to testing ideas in real-world conditions — and learning from what happens when different sectors collaborate to do it.

Independent pilots, shared methodology
Each proof-of-concept is scoped to deliver value on its own terms, with clear decision questions and success criteria. A common evidence framework makes results comparable across sites without imposing uniformity on how partners work.
Cumulative, federated evidence
As pilots complete, their findings feed into a shared body of knowledge that grows more useful with every iteration. Partners retain ownership of their data — Chorus coordinates, it does not extract.
Evidence that compounds
Each pilot makes the next one more valuable. As the network grows, pattern recognition improves, benchmarks sharpen, and the cost of running a credible pilot falls for everyone.
Cooperative governance
Chorus is designed as a cooperative, federated system. Individual pilots operate under simple conventional engagement models. Governance rights and revenue participation accrue to founding partners as the network grows.
Foundation Initiative · Sector One
The Bathroom Health
Operating System

BHOS is Chorus's founding vertical — a shared evidence platform built specifically for bathroom-derived health signals. The bathroom is visited multiple times daily, produces continuous passive data, and is where early warning of the most costly chronic conditions first becomes detectable. Yet it remains the least-monitored location in health and aged care.

BHOS gives hardware manufacturers, health providers, and researchers a common structure to collect, describe, and compare what they observe — using the PEIRO standard (Population · Environment · Intervention · Response · Outcomes), Chorus's own five-stage evidence framework developed for this domain.

Explore BHOS →
Download partner handout (PDF)
Founding Hardware Partner · Case Study
Japan's leading smart bathroom hardware manufacturer
A global OEM with decades of smart sanitary hardware research joins BHOS as a Founding Data Partner — the first time a major bathroom hardware manufacturer has committed to a shared, multi-site evidence architecture.
They bring
Hardware and sensor data structured to the PEIRO standard across multiple product lines and market cohorts
They build
Co-authorship of the bathroom health measurement standard — a durable IP position as the category scales globally
They gain
Governance seat, revenue share from BHOS intelligence products, and first-mover positioning in a pooled evidence base no single company could build alone
Current Opportunities

Open Pilots

Chorus runs multiple proof-of-concept pilots, each independently scoped around a specific question. Some are live and recruiting partners now; others are in planning and open to co-development.

Live Now
In Planning
Planning
Gut Health: CGM for Your GutBathroom Health · Focus: Desirability
Bathroom Health
Planning
UTI Early Warning RiskBathroom Health · Focus: Desirability
Bathroom Health
Planning
Kidney Disease Early DetectionBathroom Health · Focus: Desirability
Bathroom Health
Planning
Falls in the BathroomBathroom Health · Focus: Desirability
Bathroom Health
Planning
Hydration MonitoringBathroom Health · Focus: Desirability
Bathroom Health
Planning
Longevity Biomarker TrackingBathroom Health · Focus: Desirability
Bathroom Health
Planning
Menopause MonitoringBathroom Health · Focus: Desirability
Bathroom Health
Planning
Women's Health LifecycleBathroom Health · Focus: Desirability
Bathroom Health
Planning
Wellness Bathrooms in Real EstateBathroom Health · Focus: Desirability
Bathroom Health
Approach

How Chorus works

01
Independent pilots, shared methodology
Each POC is scoped to deliver value on its own terms, with clear decision questions and success criteria defined upfront.
02
Structured evidence, not raw data
Raw data stays at the site. What flows into the network are structured summaries built on a common framework, enabling comparison without a centralised repository.
03
Federated, not corporate
Partners retain ownership of their outputs. Chorus coordinates and synthesises. The cooperative layer emerges as evidence and trust accumulate across the network.
04
Cumulative intelligence
As pilots complete, findings feed a shared body of knowledge that grows more useful with every iteration and every new node that joins.
Governance
Built for trust,
not extraction
Transparent consent and privacy boundaries at every site
No centralised data grab — partners own their outputs
Brand risk managed through Chorus as intermediary
Conventional engagement model for each pilot, cooperative vision over time
Founding partners hold governance rights and revenue participation as the network grows
Who It Serves

For every kind of partner

Chorus works because each group brings something different and learns something different. Every participant contributes to — and benefits from — the shared picture that builds over time.

Startups & Innovators
Structured access to real-world sites with shared protocols, ethics approvals, and data standards already in place. Turn working prototypes into credible evidence without reinventing the path each time.
Access · Evidence · Speed
Corporates & OEMs
A neutral, independently governed environment to explore adjacent opportunities and test new product categories, with brand risk managed and evidence structured to influence investment decisions.
De-risk · Discover · Scale
Research Partners
Ready access to living lab environments with shared data standards and ethics frameworks that reduce administrative burden. Real-world settings for multi-site research, co-authorship built in.
Rigour · Scale · Relevance
Living Labs & Sites
Vetted pilots brought to your site with clear protocols and engagement strategies already defined. You retain autonomy over what runs at your site while contributing to a global evidence base.
Pilots · Revenue · Autonomy
Get Involved
Interested in Chorus?

Whether you want to join a live pilot, co-develop one of the planned studies, propose a new area of inquiry, or explore a founding partnership, we would be glad to hear from you.

Join a live pilot as a site, partner, or co-investigator
Co-develop a planning-stage pilot with your own question
Explore a founding node or data partner role