Healthier spaces for patients. Lower energy and operating costs for facilities.

The Fact & Feeling platform on laptop and phone Live · 24/7The platformAll rooms, analyses and alerts in one place →

Fact & Feeling is a live platform: it analyses around the clock how air, light, sound and temperature shape every room in your facility, and optimises patient health, energy and operations at the same time. To do this, we combine architecture’s understanding of space with IoT, AI and our software: your floor plans and the use of every room train AI models that learn only for your facility. Not a one-off report, but a system that keeps running – online and in real time, 24/7.

  • No changes to your infrastructure
  • Existing data in any format
  • Sensors only where missing – at low cost
  • Start with an audit

What sets us apart

  1. 01

    Health, energy and operations in balance

    We optimise all three together instead of one at a time – and go into detail: every room, every hour, every variable.

  2. 02

    AI trained for your facility

    Floor plans, use and live data train one model per room. Not a standard solution, but one for your building.

  3. 03

    Architecture, IoT and AI on one platform

    Understanding of space from architecture, sensors and AI analysis in one piece of software that keeps running – online, in real time, around the clock.

What goes in

Your existing datawe integrate them, in any format

  • Energy and heat meters
  • Building management: ventilation, heating, cooling
  • Existing sensors and systems
  • Exports, spreadsheets, interfaces

Live environmental datafrom every room, around the clock

  • CO₂
  • Particles
  • VOC
  • Temperature
  • Humidity
  • Light
  • Sound

Where measuring points are missing, we add plug-and-play sensors – no building work, at low cost.

Room contextfrom floor plans and use

  • Room size and position
  • Use, beds, occupancy
  • Target values per room type

AI analysis per room

trained individually for each building

  • analyses every variable in the context of the room
  • learns how each room behaves by day and night
  • detects deviations as soon as they arise
  • predicts when a room will leave its target range
  • Health
  • Energy
  • Operations

What comes out – you choose

Control automatically

Where ventilation, heating, lighting or sun shading are connected, the AI adjusts them directly – within the limits you allow.

or

Recommendations for your team

Concrete prompts on what to do, when and in which room – even without any smart building systems.

Or both: automatic where it fits, as a recommendation where you want to keep control.

Every response is measured and flows back into training: the models get more precise for your building every day.

Health, energy and operations overlap. The optimum per room lies in the middle. Health Energy Operations Optimum per room

  • Patient health

    • Every variable analysed on its own and linked to its effect on health
    • Target values per room type: patient room, day room, waiting area
    • Night-time quiet, heat and poor air in view before patients feel them

  • Energy

    • Heating, ventilation and lighting by actual demand – around the clock
    • No idle running in unused areas
    • Savings never come at the cost of patients

  • Operations and costs

    • Equipment faults detected before failure
    • Maintenance planned, not in an emergency
    • Fewer call-outs disrupting the ward

See it live

Every detail optimised. For the greatest possible improvement.

Patients spend days and nights in a few square metres. Fact & Feeling looks at each of these rooms on its own, hour by hour, and adjusts as soon as anything leaves its target range – so the platform gets the best out of every room for health, energy and operations.

Choose a facility and a variable.

Start with an audit
CORRIDOR Room 1 – Room 2 – Room 3 – Nurses’ station – Day room – Waiting –
    Simulated day comparedwith Fact & Feelingwithout
    HealthTime in target range
    EnergyConsumption
    OperationsEquipment run time

    What your facility gains

    Three goals, one system: patient health first, plus energy and operating costs.

    Value: patient health

    Health, analysed down to the smallest detail.

    In healthcare, every detail counts. That is why Fact & Feeling analyses every variable on its own and links it to specific health effects – from the airways to sleep and recovery, for every room and every hour. Target values adapt to the facility and the people in the room.

    1. Level 1

      Environmental factor

      Seven variables, each with target values per room type.

    2. Level 2

      Room and time

      Every room on its own, hour by hour, day and night separately.

    3. Level 3

      Health effect

      Down to the sub-areas: airways, sleep, recovery, stress.

    Model for patients and nursing staff

    Environmental factors

    Health and wellbeing

    Physical health

    • Airways
    • Cardiovascular
    • Allergies
    • Eye and mucous irritation
    • Heat stress
    • Fatigue

    Recovery and wellbeing

    • Sleep quality
    • Recovery
    • Day-night rhythm
    • Stress
    • Mood
    • Comfort
    • Orientation

    Team performance

    • Focus
    • Decision-making
    • Task efficiency

    These links come from scientific studies on how the indoor environment affects health, wellbeing and performance. Fact & Feeling weights them by facility and the people in the room. No diagnosis, not a medical device.

    For everyone in the building – in this order

    1. Patients

      They spend days and nights in the same room and can hardly change it. We optimise for them first.

    2. Nursing and medical staff

      Long shifts and high concentration: good indoor conditions also take strain off the team.

    3. Relatives and visitors

      They wait, accompany and often stay for many hours.

    Value: energy

    Use energy where it is needed.

    Healthcare buildings run around the clock, and energy is used constantly. The platform continuously aligns its use with actual demand – always weighing it against patients’ health.

    • By demand, not by schedule

      Heating, ventilation and lighting follow the actual use of each area.

    • Find idle running

      Rooms and side areas supplied without benefit stand out straight away.

    • Consumption per area

      With your meter data you see which ward uses how much – and why.

    • Health sets the limit

      Savings never come at the cost of patients or hygiene requirements.

    Value: operations and costs

    Operations that work around the clock.

    In a hospital or care home, equipment failure is not just a technical problem: it affects people who cannot help themselves, and an emergency call-out disrupts the ward. The platform analyses live data and shows early where a problem is building up.

    • Prevent failures before patients feel them

      If ventilation fails on a ward or a radiator does not reach its set point, patients feel it first. The AI spots the signs early.

    • Maintenance without disrupting care

      Call-outs become plannable and can be placed in quiet times instead of interrupting the ward with emergencies.

    • Targeted, not by routine

      Maintenance where the data shows it is needed – not at fixed intervals for all equipment.

    • Lower costs, fewer complaints

      Fewer unnecessary call-outs, fewer complaints from patients, residents and staff.

    Our approach

    Three principles: your data first, AI for your facility, control the way you want it.

    1 · Data

    Your data first – no unnecessary costs.

    We do not rebuild what you already have. First we integrate your existing data, in whatever format. Only where measuring points are missing do we add sensors – plug-and-play, without building work and at the lowest possible cost.

    1. 01

      Use what exists

      Energy meters, building management, existing sensors, exports and spreadsheets: we integrate your data, whatever the format.

    2. 02

      Only fill the gaps

      Where measuring points are missing, we add plug-and-play sensors. No building work, no changes to the infrastructure.

    3. 03

      Everything on one platform

      All data comes together, room by room, and is analysed as a whole.

    2 · AI

    AI that knows your rooms – not off the shelf.

    A reading on its own says little: 52 decibels is normal in a waiting area and too loud in a patient room at three in the morning. That is why we train our AI models with your floor plans, live data and the actual use of every room. Architectural knowledge of space, IoT and AI together make one model per room – for your facility, not for everyone.

    Floor plan of a patient room with five marked points: window, door, ventilation, room size, sensor position 5,60 m 4,20 m BATH 12345 ILLUSTRATION · PATIENT ROOM

    What the AI learns from the floor plan

    1. 1

      Window and orientation

      The model knows when sun and daylight affect the room – and can predict overheating.

    2. 2

      Door and corridor

      Is the room next to the nurses’ station or a busy route? Then the AI interprets night-time noise correctly.

    3. 3

      Ventilation

      Window or system: the AI knows what can be controlled in this room and what goes to the team as a recommendation.

    4. 4

      Room size and beds

      Volume and occupancy decide how quickly the air gets used up. The model takes this into account from day one.

    5. 5

      Sensor position

      Measurements are taken where the person lies or sits, so the readings reflect the patient’s situation.

    3 · Control

    Control the way you want it: automatic or as a recommendation.

    Not every facility wants an AI to control its systems – and that is fine. Fact & Feeling can adjust things automatically, give your team concrete recommendations on how rooms should be used and run, or both. Many start with recommendations and automate step by step.

    Control automatically

    • Ventilation, heating, lighting and sun shading are adjusted live
    • You decide what the AI may control and within which limits
    • Sensitive areas stay with recommendations

    Recommendations for your team

    • Concrete prompts: what, when, in which room
    • Works without smart building systems
    • Your team keeps every decision

    Services

    From the first audit to a tailored solution – individually or combined. Each service has its own page with the exact steps.

    Platform and devices

    The software where everything comes together, and the devices that measure where data is missing.

    Software

    The platform

    Web app and mobile app: this is where sensor data, existing data and the AI models come together.

    • Live view on the floor planAll rooms, all variables, in real time – in the browser and on the phone.
    • Analysis of health, energy and operationsMulti-level, per room and time: from health to consumption and equipment condition.
    • Real-time alertsTo the right people, with a concrete recommendation.
    • Control and target valuesTarget values per room type, control of connected equipment.
    • ReportsPer ward or area, for management, technical staff and owners.
    • Open interfacesConnection to building management and your own systems.
    The platform on laptop and phone: health analysis per room with physical health, mental health and performance
    Nebatic Core, white measuring device

    Hardware

    Nebatic Core

    The complete device for indoor climate, light and acoustics – for patient rooms, therapy rooms and day areas.

    • CO₂
    • Particulate matter PM1, PM2.5, PM4, PM10
    • VOC
    • Temperature
    • Humidity
    • Light level (lux)
    • Sound level (dB)
    Nebatic AirSense, white measuring device

    Hardware

    Nebatic AirSense

    The compact sensor for indoor air – for waiting rooms, corridors and side rooms.

    • CO₂
    • Particulate matter PM1, PM2.5, PM4, PM10
    • VOC
    • Temperature
    • Humidity

    Plug-and-play: no building work, no changes to building systems. We add sensors only where measuring points are missing.

    Platform and devices in detail

    Facilities

    Only healthcare buildings – but every kind. Choose yours to see what matters there.

    Fact & Feeling complements medical, hygiene and building systems; it does not replace them. We do not make diagnoses and are not a medical device. In operating theatres, isolation areas and other regulated rooms we only work in agreement with the people responsible. We measure rooms, not people: no cameras, no data about individual persons.

    First projects

    Early days – and already active in three countries.

    Fact & Feeling is a young company. We have already applied our method in projects in Canada, the United Kingdom and Germany – together with healthcare facilities, research partners and planners.

    1. CA

      Canada

      Research project

      A project together with a research institute on how spatial quality and health can be linked and made measurable.

    2. UK

      United Kingdom

      Assessment of healthcare buildings

      We systematically assessed several existing facilities for their spatial quality and its effect on health.

    3. DE

      Germany · Dresden

      Involvement on site

      In Dresden we were involved, directly and indirectly, in projects on health-promoting spaces.

    Out of respect for our partners we do not name them here. We are happy to tell you more in person. Contact

    Let’s start with an audit.

    Tell us about your facility and the areas that concern you. If you have floor plans or data, send them along.

    Request a project by e-mail How an audit runs