Tropos OPI · Orbient Platform Intelligence

One platform.
Every environment.

Tropos OPI is a One Health intelligence platform — fusing continuous environmental sensing, community disease surveillance, vector-borne and zoonotic risk signals, and domain-specific AI into a single architecture built to predict health risk before it becomes harm — designed for clinical, pharmaceutical, agricultural, maritime, and consumer settings.

See the verticals Explore Disease Weather →

The platform

Build it once.
Deploy everywhere.

Most environmental monitoring platforms are built for a single use case — a sensor for air quality, a dashboard for HVAC compliance, a wastewater feed for public health.

Tropos OPI is different. It is a single One Health intelligence architecture — continuous sensing infrastructure, a multi-domain AI fusion engine, and a compliance and governance layer — designed to deploy across every regulated environment that cares about what air, water, community burden, and ecological signals mean for the people inside.

The same architecture that will carry environmental exposure risk into regulated clinical use already powers Disease Weather's real-time pollen, air quality, and disease surveillance for consumers. Tropos Discovery — the platform's internal signal incubator — surfaces emerging risk patterns across vector-borne disease, zoonotic spillover, wildfire toxin exposure, and coastal water risk, each a candidate for a future product vertical.

Platform architecture

Environmental Sensing Layer

Continuous PM2.5, humidity, VOC, CO₂, NH₃, and temperature from wireless sensor nodes. 30-second polling. Store-and-forward architecture. Regulatory audit trail built in.

EDAL · Environmental Disease Activity Layer

AI fusion engine combining facility sensing, community disease surveillance (CDC ILINet, NWSS, Google Pollen API, Open-Meteo/CAMS), and population vulnerability into a continuous Environmental Health Index. SHAP-based explainability. Federated learning architecture. Patent pending (ORB-IP-2026-001).

Compliance Intelligence Layer

Automated incident lifecycle management, regulatory audit trail generation, alert routing, and cross-vertical compliance documentation for Joint Commission, FDA, ISO, and ASHRAE requirements.

Vertical products

Domain-specific configurations
of a single platform

Each vertical is Tropos OPI configured for a specific regulated environment — its signals, its standards, its buyers. Verticals below are in development or planned.

In development · FDA De Novo pathway

Sphere Aware

by Orbient

Environmental exposure risk intelligence for respiratory and immunocompromised patients, built on the same ETRI–EDAL–EHI scoring chain that powers Disease Weather. No cleared predicate exists for an environment-to-health-risk claim, which places Sphere Aware on the FDA De Novo pathway. Prospective clinical validation study in planning.

Clinical SaMD FDA De Novo pathway Respiratory Immunocompromised In development

In planning

Tropos Pharmaceutical

by Orbient

Continuous environmental compliance monitoring for pharmaceutical manufacturing facilities. Automated FDA 21 CFR Part 211 cGMP audit trail and ETRI risk scoring for cleanroom and production environments.

No FDA clearance required FDA 21 CFR Part 211 ISO 14644 Pharma Manufacturing

Pipeline · Year 2

Tropos Agriculture

by Orbient

Zone-level biosurveillance for pre-symptomatic HPAI and zoonotic risk. Ammonia sensing, livestock density mapping, and wastewater surveillance.

HPAI BiosurveillanceUSDA APHISOne Health

Pipeline · Year 2–3

Tropos Maritime

by Orbient

Environmental compliance monitoring for maritime vessels and port facilities. Air quality, chemical exposure, and ventilation intelligence for MLC 2006 and IMO compliance.

MLC 2006IMO StandardsMaritime Safety

Pipeline · Year 3

Tropos Nuclear

by Orbient

Environmental monitoring for nuclear facilities and radiopharmaceutical manufacturing under NRC and combined FDA/NRC regulatory frameworks.

NRC RegulationsRadiopharmaceuticalNuclear Safety

Pipeline · Year 3

Tropos Research

by Orbient

Environmental monitoring and biosurveillance intelligence for academic research laboratories, biocontainment facilities, and clinical research environments.

Research EnvironmentsBiocontainmentAcademic Medical

Active incubation

Tropos Discovery

by Orbient

Internal signal incubator operating under the One Health framework. Autonomously surfaces anomalous multi-signal clusters across vector-borne disease (West Nile, dengue, Lyme), zoonotic spillover (H5N1, hantavirus, Valley Fever), wildfire toxin exposure, and coastal water risk — spinning each into a new product vertical.

One HealthCDC ArboNETUSDA APHISZoonoticVector-borne

Post-APIC roadmap

Tropos Forecast

by Orbient

Seasonal environmental health forecasting using NOAA NMME ensemble models, CFSv2 output, and ENSO state as a regional pattern modifier. Projects ILI, vector-borne, and zoonotic disease risk 4–12 weeks forward from current EHI baseline.

NMMENOAA CPCENSOPredictive

Consumer & developer layer

Environmental health intelligence,
free for everyone

Disease Weather is the public-facing layer of the Orbient platform and a One Health consumer intelligence product. Free, real-time environmental health conditions for any US location — air quality, pollen, community disease burden, and environmental conditions fused into a single plain-English score. In production since April 2026, with users across ten countries and no paid acquisition to date.

Disease Weather+ is the premium tier — adding a lifestyle survey, a personal environmental sensitivity profile, and a personalized fourth domain that adjusts the Environmental Health Index to your individual environmental vulnerability. Built for people managing respiratory sensitivity or heightened environmental vulnerability — and for anyone who wants their environment translated into personal, plain-English risk.

Open Disease Weather →

Live now · No account required

Disease Weather.

Real-time Environmental Health Index for any US location. Air quality (AQI, PM2.5, ozone), pollen (tree, grass, weed), cold & flu activity, wastewater signal, and environmental conditions — fused into a single score with plain-English seasonal health context. Powered by Open-Meteo, Google Pollen API, CDC ILINet, and CDC NWSS.

Disease Weather+ — premium tier with lifestyle survey, personal environmental sensitivity profile, and a personalized risk domain for high-vulnerability users.

diseaseweather.com →

One platform.Every environment.

Build it once.Deploy everywhere.

Domain-specific configurationsof a single platform

Environmental health intelligence,free for everyone

Let's build somethingtogether

One platform.
Every environment.

Build it once.
Deploy everywhere.

Domain-specific configurations
of a single platform

Environmental health intelligence,
free for everyone

Let's build something
together