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Hospital environments

Critical rooms that stay within their limits.

Operating theatres, isolation rooms, pharmacies and laboratories depend on air changes, pressure cascades, temperatures and medical gases staying within limits. Continuous sensing alerts estates teams before a room drifts, and gives infection control and pharmacy the records they need.

Plan a deploymentHow it worksStation Builder
Industry
Health
Measurements
5
Sources cited
4
  1. Health · Hospital environments

    Limits that protect patients

    Operating theatres, isolation rooms, pharmacies and laboratories protect patients only while air changes, pressure cascades, temperatures and medical gases stay within limits. When ventilation drifts or a pressure cascade reverses, the risk is invisible until an audit or an infection reveals it.

  2. What is measured

    Pressure, air, gases and cold

    Sensors measure pressure differentials between rooms, air changes, temperature and humidity in critical rooms, particle counts in cleanrooms, medical gas pipeline pressures in plant rooms and zones, and temperatures in pharmacy rooms, fridges and freezers. Each reading carries its time and its quality flags.

    Instruments
    Pressure differential · Temperature and humidity · Particle counters · Gas pressure · Storage temperature
  3. The base node

    Drift before breach

    The node checks every room against its limits, alerts estates when a pressure cascade or temperature starts to drift, records each excursion with its duration for infection control and pharmacy, and keeps an audit trail that inspectors can follow. Nothing is lost when a link drops; the node keeps it.

  4. Radio and links

    Inside the hospital network

    Hospitals have fibre networks, and monitoring rides them through a security gateway that keeps it separate from clinical systems. Battery sensors in stores and fridges reach a gateway over a low-power link without new cabling. Each link is chosen for the place, not from a catalogue.

    Links
    Fibre · LoRaWAN
  5. How it works

    From a falling cascade to a safe list

    Before the morning list, the pressure difference between a theatre and its corridor starts to fall. The node alerts estates, who find a slipping fan belt and fix it before the first patient arrives. Infection control sees the excursion and its resolution on record.

  6. From order to operation · Order

    Scope the critical rooms

    The scope reads the hospital’s critical rooms, ventilation systems, gas zones, pharmacy stores and audit findings. Nexus Observatory Inc. returns the monitoring design, joins to building systems, security design and a price per hospital and per year. Every assumption in the scope is written down and priced.

    Plan a deployment
  7. From order to operation · Survey

    Survey rooms and plant

    Crews survey critical rooms, plant rooms and stores with estates, infection control and pharmacy: sensor positions, pressure references, gas zones, fridges and network access. Findings are recorded with drawings. Every finding is kept with the site record for the crews who follow.

  8. From order to operation · Permits

    Clinical access rules

    Work in clinical areas follows the hospital’s infection control and access rules, theatre work is scheduled around lists, and connecting to building systems goes through change control. Every permit is kept with the record. Approvals are tracked site by site, so nothing waits unseen.

  9. From order to operation · Build

    Build and calibrate

    Sensors are calibrated against traceable references, gateways and the node configured with each room’s limits, enrolled with their identities and tested together before shipping. Test results travel with the kit to the site. Nothing ships until the whole kit has passed its tests together.

    Open the Station Builder
  10. From order to operation · Install

    Install around clinical work

    Crews install sensors in rooms, plant and stores in agreed windows, connect gateways and the node behind the security gateway, and record every point. The site record is updated before the crew leaves. Crews follow the site safety plan throughout the work.

  11. From order to operation · Commission

    Commission against validation

    Each node proves its identity. Readings are compared with the latest ventilation validation, particle counts with the cleanroom classification, gas pressures with plant gauges, and alarms are tested with estates. Results are signed and kept with the site record. Acceptance is recorded with the owner before handover.

  12. From order to operation · Operate

    Stay within limits

    Estates see every critical room live and fix drifts before limits are breached; infection control receives pressure and air change records; pharmacy receives storage records; every excursion is kept with its duration. Reports for owners and funders come from the same record.

  13. From order to operation · Maintain

    Revalidate and audit

    Sensors are recalibrated on the agreed plan, rooms revalidated on their schedule, software patched in rings, and audit packs produced from the record. Every change is kept. Spares and procedures travel with the crews. Maintenance history stays with each site for its whole life.

    Book field services
  14. Data products

    For estates, infection control and pharmacy

    Estates and engineering teams receive room alarms; infection control receives pressure and air change records; pharmacy receives storage temperature records; inspectors and quality teams receive audit packs, each tied to room and time. Each product carries its site, time and quality flags.

    See the data products
  15. Evidence

    Guidance for every room

    Ventilation follows the specialised healthcare ventilation guidance, medical gases the pipeline guidance, cleanrooms the international cleanliness classification and medicines the international storage guidance. Every reading, excursion and fix is kept for audit. Records are open to the people who must check them.

    Drawn against
    HTM 03-01 · HTM 02-01 · ISO 14644-1 · WHO Technical Report Series 961, Annex 9
  16. What you get

    Mine, plant and port site monitoring

    Slope radar, tailings monitoring, dust and water, and site connectivity for operations and closure. Delivered as managed service and hardware + software, for mining, heavy industry, ports. Scale: Site portfolios. Service levels are written as numbers you can measure on your own dashboard.

    Talk to sales
  17. Next step

    Plan hospital environments with us

    Tell us the site, the measurements and the rules it answers to. We reply with a survey proposal, a design and a scope for hospital environments. An engineer replies with a survey proposal and a scope, and the plan grows from one site to the network you need, at your pace.

    Plan a deploymentOpen the Station BuilderOpen the Studio

01The place and its hazards

Where it runs, and what can go wrong.

Operating contextSpecialised ventilation for healthcare premises and medical gas pipeline systems have published technical guidance, cleanroom air cleanliness is classified by particle concentration under the international standard, and medicines must be stored within their temperature ranges under international guidance for storage and transport.

Hazards

  • Theatre ventilation failing during surgery
  • Isolation room pressure reversing
  • Pharmacy fridges and rooms out of range
  • Medical gas pressure falling
  • Excursions discovered only at the next audit

02What must be measured

What, where, how often, and under which rules.

Each measurement names where it is taken, how often, and the public standard or regulation behind it. Numbers in the sources column open the cited source below.

MeasurementWhereCadenceSources
Room pressure differentialsTheatres, isolation rooms and cleanroomsContinuous1
Air changes, temperature and humidityCritical roomsContinuous1
Particle countsCleanrooms and pharmacy aseptic unitsContinuous during operation2
Medical gas pipeline pressuresPlant rooms and zone valvesContinuous3
Medicine storage temperaturesPharmacy rooms, fridges and freezersEvery few minutes4

03The observation stack

From one base unit to a network.

The same blocks at every scale: instruments and a base node, a site with its radio, a fleet run as one, and a network federated on the open protocol.

  1. 01

    Base unit

    A room point: pressure, temperature, humidity and particle sensors on an industrial gateway.

    Build a station →
  2. 02

    Site

    A hospital: every critical room, gas zone and store on one node behind a security gateway.

    Plan a site →
  3. 03

    Fleet

    Every hospital of a health system on one estates and compliance view.

    Managed offers →
  4. 04

    Network

    Records reach estates, infection control, pharmacy and inspectors in agreed formats.

    The open protocol →
  • 01Air quality monitor
  • 02Compact weather station
  • 03Energy and power-quality meter
  • 04OT gateway (OPC UA, Modbus)
  • 05Edge node (Wedge)
  • 06Zero-trust gateway
  • 07Fibre terminal

Radio and links

Fibre

Hospitals have fibre networks; monitoring rides them through a security gateway.

Radio and links

LoRaWAN

Battery sensors in stores and fridges reach a gateway over a low-power link without cabling.

Edge computeThe node checks every room against its limits, alerts estates before a pressure cascade fails, records excursions with their duration for infection control and pharmacy, and keeps an audit trail.

PowerMonitoring runs on the hospital’s essential supply so it stays up through power events.

04How it works

From the instrument to the product.

One observation’s path, tier by tier, with the interface on every link and a bill of materials below; then how the one node grows to a site, a fleet and federated networks.

Hospital environments: data path

– of 08

01 Instruments Measurement with sensor identity andcalibration 02 Gateway 03 Node – Wrap in an observation envelope with timequality– Measure quality and uncertainty, attachquality flags– Buffer locally (store-and-forward when thelink drops) 04 Local network 05 Backhaul Commit with transactional outbox andpublish, delivered at least once 06 Site Consumer inbox deduplicates and applieseach record once into governed data 07 Data store Governed product through API, map orexport, correction-aware 08 Products BACnetOPC UAHL7 FHIR 01 Air quality monitor SDI-12 · RS-485 · Ethernet 02 Compact weather station SDI-12 · RS-485 · Ethernet 03 Energy andpower-quality meter SDI-12 · RS-485 · Ethernet Room pressure differentialsensors Not in the reference kit Medical gas pipeline pressuresensors Not in the reference kit 04 OT gateway (OPC UA, Modbus) Ethernet · RS-485 · CAN · AnalogueI/O 05 Edge node (Wedge) Ethernet · Fibre · USB · RS-485 ·BMC 06 Zero-trust gateway Ethernet · Fibre 07 Fibre terminal Fibre · Ethernet Site MQTT 5 with Sparkplug B Governed data store Versioned, correction-aware Room alarms Pressure and air change records Storage temperature records Audit packs RS-485 · Modbus RS-485 · Modbus RS-485 · Modbus Analogue I/O Analogue I/O Ethernet · opc-ua Ethernet Fibre Fibre
From the instrument to the published product: each band is a tier, each connector names its interface, and the numbers match the bill of materials. Hover or focus a block to trace its path; scroll or step to follow one observation.
Bill of materials
ItemEquipmentData portsProtocolsPower in
01Air quality monitorParticulate and gas monitor (PM, NO2, O3, CO, SO2) for outdoor or indoor air.SDI-12RS-485EthernetSDI-12, Modbus, MQTT 5, OGC SensorThings API12 V DC
02Compact weather stationAll-in-one or compact station for temperature, humidity, pressure, wind and rain at a site.SDI-12RS-485EthernetSDI-12, Modbus, MQTT 5, OGC SensorThings API12 V DC
03Energy and power-quality meterMeter for voltage, current, power, energy and power quality at a site or on a feeder.SDI-12RS-485EthernetModbus, IEC 61850 (MMS, GOOSE), DNP3 (IEEE 1815), MQTT 512 V DC
04OT gateway (OPC UA, Modbus)Read-only bridge from industrial fieldbuses and controllers (Modbus, OPC UA, DNP3, IEC 61850, CAN) to the site network, behind a security boundary.EthernetRS-485CANAnalogue I/OOPC UA, Modbus, DNP3 (IEEE 1815), IEC 61850 (MMS, GOOSE), MQTT 524 V DC
05Edge node (Wedge)Rugged edge node that boots from signed media, attests itself and establishes a site cell from little or no infrastructure.EthernetFibreUSBRS-485BMCMQTT 5, DMTF Redfish, IEEE 1588 PTP, NTP with NTS, OPC UA12 V DC, 24 V DC, 48 V DC, AC mains
06Zero-trust gatewayGateway that terminates encrypted tunnels, enforces segmentation and gates every flow by identity and policy.EthernetFibre—12 V DC, AC mains
07Fibre terminalOptical network terminal or media converter that lands fibre backhaul at a site.FibreEthernetIEEE 1588 PTP12 V DC, 48 V DC, AC mains

How it scales

01 Instruments Arbitrary qualified sensors and instruments whosemeasurements are ingested with calibration, units,geometry, time, custody and uncertainty. ×n 02 Node The minimum useful deployable unit: server, ruggedappliance, radio node, sensor gateway, satelliteterminal, AI, scientific, vehicle or virtual node. Node Node agent 03 Site The minimum independently operable localgovernance and failure domain: one or more nodesplus local network, identity, policy, evidence,storage, products and operator surfaces.

SITE

Node Node Node ×n 04 Cluster An optional scale or specialisation domain forscheduling, shared storage, accelerators or datalocality.

CLUSTER

×n 05 Fleet Coordinates plans, acknowledgements,convergence evidence, update campaigns andcorrection propagation across nodes and sites.

FLEET

Fleet controller ×n 06 Federation An exchange of products, capabilities, events orwork across approved, independently administeredtrust domains, using explicit trust, policy,data-locality, version and correction contracts.

TRUST DOMAIN

TRUST DOMAIN

TRUST DOMAIN

×n Verifier Applications Data in the field Telemetry Control Data upstream Control Data upstream Control Exchange Evidence Events Exchange
The smallest deployable unit is one node; the same unit is replicated to meet the demand. Nodes form a site, sites may form a cluster, sites and clusters are coordinated as a fleet, and fleets exchange across independently administered trust domains. Each plane is a separate channel with its own open binding.
Data in the field
MQTT 5 with Sparkplug B; connectors for LoRaWAN, OPC UA and instrument buses.
Telemetry
OpenTelemetry OTLP.
Control
TLS 1.3 with mutual authentication; protobuf messages over gRPC or HTTP/2.
Data upstream
At-least-once publication with repeat-safe keys over the control channel or NATS JetStream; QUIC MAY be used on lossy links.
Evidence
DSSE-signed in-toto statements; SLSA provenance; SCITT transparency receipts.
Events
Event envelopes mapped to CloudEvents 1.0; channels described in AsyncAPI 3.
Exchange
OpenAPI 3.1; the OGC API family; SensorThings; STAC; WIS 2.0.

05From order to operation

Every step, from the first call to a running site.

The same crew and the same record carry the work from scope to maintenance.

  1. 01 Order

    Scope the critical rooms

    The scope reads the hospital’s critical rooms, ventilation systems, gas zones, pharmacy stores and audit findings. Nexus Observatory Inc. returns the monitoring design, joins to building systems, security design and a price per hospital and per year. Every assumption in the scope is written down and priced. 1

  2. 02 Survey

    Survey rooms and plant

    Crews survey critical rooms, plant rooms and stores with estates, infection control and pharmacy: sensor positions, pressure references, gas zones, fridges and network access. Findings are recorded with drawings. Every finding is kept with the site record for the crews who follow. 3

  3. 03 Permits

    Clinical access rules

    Work in clinical areas follows the hospital’s infection control and access rules, theatre work is scheduled around lists, and connecting to building systems goes through change control. Every permit is kept with the record. Approvals are tracked site by site, so nothing waits unseen.

  4. 04 Build

    Build and calibrate

    Sensors are calibrated against traceable references, gateways and the node configured with each room’s limits, enrolled with their identities and tested together before shipping. Test results travel with the kit to the site. Nothing ships until the whole kit has passed its tests together.

  5. 05 Install

    Install around clinical work

    Crews install sensors in rooms, plant and stores in agreed windows, connect gateways and the node behind the security gateway, and record every point. The site record is updated before the crew leaves. Crews follow the site safety plan throughout the work.

  6. 06 Commission

    Commission against validation

    Each node proves its identity. Readings are compared with the latest ventilation validation, particle counts with the cleanroom classification, gas pressures with plant gauges, and alarms are tested with estates. Results are signed and kept with the site record. Acceptance is recorded with the owner before handover. 12

  7. 07 Operate

    Stay within limits

    Estates see every critical room live and fix drifts before limits are breached; infection control receives pressure and air change records; pharmacy receives storage records; every excursion is kept with its duration. Reports for owners and funders come from the same record. 14

  8. 08 Maintain

    Revalidate and audit

    Sensors are recalibrated on the agreed plan, rooms revalidated on their schedule, software patched in rings, and audit packs produced from the record. Every change is kept. Spares and procedures travel with the crews. Maintenance history stays with each site for its whole life. 2

06Data products and integration

What it delivers, to whom, and into which systems.

Data products

  • Room alarmsEstates and engineering teams
  • Pressure and air change recordsInfection control
  • Storage temperature recordsPharmacy
  • Audit packsInspectors and quality teams

Integration

  • Building managementAlarms and readings join the building management system.
  • Quality systemsRecords feed audits and inspections.
  • MaintenanceDrifts open work orders.

Exchanged through BACnet, OPC UA, HL7 FHIR.

07Questions buyers ask

Before you scope it.

Does it replace ventilation validation?

No. It watches continuously between validations.

Is it secure on the hospital network?

It sits behind a security gateway.

Can pharmacy use it?

Yes, for storage temperature records.

Does it touch clinical systems?

No. It covers building and storage environments.

08Resources

The sources behind this page.

Public standards, regulations and guidance, cited where they apply. Each applies only where its jurisdiction or scope does.

  1. 1HTM 03-01: Specialised ventilation for healthcare premisesNHS England
  2. 2ISO 14644-1: Cleanrooms and associated controlled environments, classification of air cleanliness by particle concentrationInternational Organization for Standardization
  3. 3HTM 02-01: Medical gas pipeline systemsNHS England
  4. 4WHO Technical Report Series 961, Annex 9: Model guidance for the storage and transport of time- and temperature-sensitive pharmaceutical productsWorld Health Organization · 2011

09Related

Use cases and solutions.

Solution

Mine, plant and port site monitoring

Slope radar, tailings monitoring, dust and water, and site connectivity for operations and closure.Solutions for health →
Solution

Environmental exposure monitoring for health programmes

Heat, air and water exposure measurements around facilities and communities; no diagnosis or treatment.Solutions for health →
Solution

Sensing as a Service

Observation networks designed, installed, operated and maintained for a monthly fee: weather, hydromet, air, seismic and environmental stations, with data delivered under a licence.Solutions for health →

10Health: specialized fields

Other fields of this industry.

Specialized field

Heat and health

Street, home and care-home heat sensing linked to heat-health warnings, so health services reach the people most at risk before a heatwave peaks.The full field →
Specialized field

Mosquito and vector surveillance

Counting traps, weather and standing-water sensing that track mosquitoes and the conditions they breed in, so health authorities target control before outbreaks.The full field →
Specialized field

Wastewater surveillance

Flow-proportional sampling, flow and water quality at treatment plants and in sewers, giving public health early, anonymous signals of infections in a community.The full field →

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