企业房地产中的数据驱动决策

Data-Driven DecisionsInsights from workspace Utilisation Data Occupancy dataSony sensorsPeople count, flow data3rd party sensorsTemperature, humidity, Co2, noise data3rd party sensorsAttendance data3rd party equipmentCount data3rd party equipmentRoom booking data3rd party softwareBookings/ Desk usage / Room usage / Indoor climate data / People counting / People flowEmployee application / Room booking/ Hybrid collaboration / Indoor climate insightsIntegrate your custom interfacesAPIs enables datapushto other interfaces, customized apps,andweb.The IOT Node as a dataproviderand aggregator.Discover with AnalyticsMeasure with DataEncourage with ExperiencesWhat to measure?Tiered data modelTIER 1 : Occupancy​Understanding when space is used​TIER 0 : Manual occupancy studies / questionnaires​Rudimentary understanding of space usageTIER 2 : Capacity utilisation​Understanding to what capacity ​space is usedTIER 3 : Space activationUnderstanding what equipment etc. in a space is usedTIER 4 : Acti