Sensors Industry Statistics

GITNUXREPORT 2026

Sensors Industry Statistics

From 2,700 plus ZVEI member companies to air quality and industrial cybersecurity demands shaped by EU rules and AI Act milestones, this page connects the dots between sensors, trusted analytics, and real-world impact. It also highlights why priorities are shifting fast, with 40% of organizations ranking predictive maintenance as a top IoT program focus, smart connected product data expected to grow in importance for 65% of companies, and a 2023 data breach cost averaging USD 4.45 million putting OT and sensor security into immediate board level territory.

71 statistics61 sources4 sections10 min readUpdated 9 days ago

Key Statistics

Statistic 1

2,700+ companies are members of the German Electrical and Electronic Manufacturers’ Association (ZVEI) that serves sensor-related industries and supply chains.

Statistic 2

40% of organizations reported that predictive maintenance initiatives are a top or high priority in IoT/Industry 4.0 programs (survey-based).

Statistic 3

65% of companies said they expect data from smart connected products to become more important over the next 3 years (survey-based).

Statistic 4

3.5x increase in sensor usage for smart factory applications was projected for the period following Industry 4.0 adoption in a major industry forecast (projection-based).

Statistic 5

The European Commission reported that 2023 is a key milestone year for AI Act implementation affecting industrial sensor analytics adoption (regulatory driver).

Statistic 6

The EU’s NIS2 directive requires certain organizations to manage cybersecurity risks including those in industrial systems and OT/IoT (including sensors).

Statistic 7

The Global Risks Report 2024 listed AI-related and misinformation risks that increase demand for trusted sensing/measurement and analytics (context metric: top-10 risk ranking counts).

Statistic 8

2023 global trade in HS 9026 (instruments for measuring/checking flow, level, pressure, etc. — closely related to sensors) is reported via UN Comtrade data downloads for that HS chapter.

Statistic 9

UN Comtrade provides annual trade volumes for HS 9031 (measuring/checking instruments for physical/chemical analysis — closely related to sensors).

Statistic 10

UN Comtrade provides annual trade volumes for HS 9027 (instruments for physical/chemical analysis; physical measurement — related).

Statistic 11

UN Comtrade provides annual trade volumes for HS 9028 (gas/liquid flow meters and sensors).

Statistic 12

UN Comtrade provides annual trade volumes for HS 8543 (electrical machines and devices with independent functions—includes sensor components in classifications).

Statistic 13

The World Health Organization reported that ambient air pollution caused 6.7 million premature deaths in 2019 (policy driver for monitoring sensors).

Statistic 14

The WHO reported 4.1 million deaths attributable to household air pollution in 2019 (driver for indoor air sensing).

Statistic 15

The WHO set guideline levels for PM2.5 exposure in 2021, which increases compliance monitoring with particulate sensors.

Statistic 16

The IEEE 802.15.4 standard supports low-rate wireless for sensor networks (protocol adoption metric not directly).

Statistic 17

The ISO/IEC 27001:2022 standard is used for information security management that affects cybersecurity for IoT/sensor systems (standard release year metric).

Statistic 18

6.7 million premature deaths due to ambient air pollution in 2019 drives sensor-based monitoring scale.

Statistic 19

6.1 million deaths due to secondhand smoke in 2019 (monitoring/compliance driver for air-quality sensors).

Statistic 20

According to WHO, 92% of the world’s population lives in places where air quality exceeds WHO guideline limits (monitoring need).

Statistic 21

1.3% of total global electricity generation was attributable to data centers in 2022 (enabling infrastructure powering sensor data pipelines).

Statistic 22

Data centers used about 460 terawatt-hours of electricity in 2022 (IEA).

Statistic 23

Electricity demand from data centers is expected to more than double by 2030 (IEA).

Statistic 24

The global MEMS sensors market is forecast to reach USD 37.6 billion by 2030 (forecast-based).

Statistic 25

The global industrial sensor market is forecast to grow to USD 55.4 billion by 2028 (forecast-based).

Statistic 26

The global pressure sensor market is projected to reach USD 26.1 billion by 2028 (forecast-based).

Statistic 27

The global temperature sensor market is projected to reach USD 36.4 billion by 2027 (forecast-based).

Statistic 28

The global LiDAR market size is expected to reach USD 6.5 billion by 2030 (forecast-based).

Statistic 29

The global gas sensor market is projected to reach USD 6.1 billion by 2028 (forecast-based).

Statistic 30

The global image sensor market is expected to reach USD 24.8 billion by 2026 (forecast-based).

Statistic 31

The global motion sensor market is forecast to reach USD 11.4 billion by 2028 (forecast-based).

Statistic 32

The global biosensors market is projected to reach USD 40.3 billion by 2030 (forecast-based).

Statistic 33

The global Hall effect sensor market is projected to reach USD 6.8 billion by 2029 (forecast-based).

Statistic 34

The global automotive sensors market size is expected to reach USD 23.4 billion by 2027 (forecast-based).

Statistic 35

The European market accounted for about 28% of the global industrial automation sensors demand in a 2023 market segmentation (report-based).

Statistic 36

The global industrial sensors market is predicted to grow from USD 27.6 billion in 2022 to USD 49.3 billion by 2030 (forecast-based).

Statistic 37

The global smart sensor market is predicted to grow from USD 2.5 billion in 2020 to USD 9.1 billion by 2030 (forecast-based).

Statistic 38

The global wearable sensor market is predicted to reach USD 33.6 billion by 2027 (forecast-based).

Statistic 39

The global pressure sensor market size was USD 14.8 billion in 2021 (market measurement).

Statistic 40

The global temperature sensor market size was USD 7.1 billion in 2022 (market measurement).

Statistic 41

The global gas sensor market size was USD 4.1 billion in 2022 (market measurement).

Statistic 42

The global image sensor market size was USD 11.8 billion in 2020 (market measurement).

Statistic 43

The global MEMS market size was USD 19.1 billion in 2020 (enabling sensors segment measurement).

Statistic 44

The MEMS market is projected to reach USD 33.9 billion by 2028 (forecast-based).

Statistic 45

The global radar sensor market is projected to reach USD 3.2 billion by 2026 (forecast-based).

Statistic 46

The global level sensor market size is projected to grow at a CAGR of 6.2% from 2023 to 2030 (forecast-based).

Statistic 47

The global motion sensor market size was USD 4.9 billion in 2021 (market measurement).

Statistic 48

0.5% relative accuracy is specified for certain industrial pressure sensor families (example: TE Connectivity pressure sensor datasheet).

Statistic 49

1.8° pitch/roll resolution is specified for certain motion sensors used in consumer and industrial IMU applications (example datasheet-based measurement).

Statistic 50

10 cm minimum distance is specified for some ultrasonic sensors used for object detection (example datasheet).

Statistic 51

2% volumetric water content resolution is specified for certain capacitive soil moisture sensors (datasheet spec).

Statistic 52

1 m spatial resolution is specified for some LiDAR mapping systems (spec-based).

Statistic 53

10 cm/1 m range resolution is a typical spec for certain radar sensors used for level measurement (product spec).

Statistic 54

1 µs time-of-flight resolution is specified for certain time-of-flight distance sensors (example: ST).

Statistic 55

2.8 m maximum range is specified for VL53L0X time-of-flight module (example product datasheet measurement).

Statistic 56

1,500+ listed patents in sensor technologies are accessible via WIPO’s PATENTSCOPE filtering by relevant IPC classes (patent count example).

Statistic 57

The cost of industrial IoT sensorization has been reported to vary; one survey found 25% of companies spend between USD 100k and USD 500k on IoT initiatives (survey).

Statistic 58

In a Gartner IoT survey, 33% of organizations reported that they plan to increase IoT spending, implying budget reallocation toward sensors (survey).

Statistic 59

Predictive maintenance can reduce maintenance costs by up to 25% and downtime by up to 50% (industry estimate from IBM).

Statistic 60

Energy savings from smart sensing/control in buildings can be 10–30% (reported benefit range from efficient building studies).

Statistic 61

The IEA reported that demand-side energy efficiency and digitalization can reduce global energy-related CO2 emissions by around 2 gigatonnes by 2030 (digital tech including sensorization).

Statistic 62

KPMG reported that minimizing sensor downtime reduces lifecycle costs; typical payback periods for industrial IoT projects can be under 2 years (range).

Statistic 63

A study by MarketsandMarkets estimated IoT market spending growth; sensor component costs scale with IoT device growth (spend metric).

Statistic 64

The World Bank reported that air pollution monitoring and compliance systems are cost-effective relative to health damages, supporting sensor deployment (cost-effectiveness argument with numeric health cost).

Statistic 65

WHO estimated economic losses from air pollution are significant; for context, WHO reports that air pollution costs the world economy hundreds of billions in health and lost productivity annually (policy statistic).

Statistic 66

Up to 80% reduction in data volume can be achieved by edge filtering of sensor streams (reported metric).

Statistic 67

The average cost of a data breach across industries is USD 4.45 million (IBM 2023 Cost of a Data Breach report), impacting cybersecurity costs for sensor systems (measurable cost).

Statistic 68

The global average total cost of data breaches increased 15% from 2020 to 2023 (IBM report trend metric).

Statistic 69

90% of security incidents involve human error and compromise paths, increasing the need for secure sensor firmware and access control (survey metric).

Statistic 70

68% of organizations reported using some form of multifactor authentication (MFA), reducing risk for remote sensor access (survey metric).

Statistic 71

2023 global data breach cost average of USD 4.45 million (IBM report).

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With 2,700+ ZVEI member companies pushing sensor supply chains and predictive maintenance jumping to a top or high priority for 40% of IoT and Industry 4.0 programs, the Sensors Industry is moving fast. At the same time, WHO reports 6.7 million premature deaths from ambient air pollution in 2019 and the EU is tightening AI Act and NIS2 cybersecurity requirements, so the pressure for trusted, secure measurement is getting real. One set of forecasts even points to a 3.5x increase in sensor use for smart factory applications after Industry 4.0 adoption, creating a useful tension between demand and readiness.

Key Takeaways

  • 2,700+ companies are members of the German Electrical and Electronic Manufacturers’ Association (ZVEI) that serves sensor-related industries and supply chains.
  • 40% of organizations reported that predictive maintenance initiatives are a top or high priority in IoT/Industry 4.0 programs (survey-based).
  • 65% of companies said they expect data from smart connected products to become more important over the next 3 years (survey-based).
  • The global MEMS sensors market is forecast to reach USD 37.6 billion by 2030 (forecast-based).
  • The global industrial sensor market is forecast to grow to USD 55.4 billion by 2028 (forecast-based).
  • The global pressure sensor market is projected to reach USD 26.1 billion by 2028 (forecast-based).
  • 0.5% relative accuracy is specified for certain industrial pressure sensor families (example: TE Connectivity pressure sensor datasheet).
  • 1.8° pitch/roll resolution is specified for certain motion sensors used in consumer and industrial IMU applications (example datasheet-based measurement).
  • 10 cm minimum distance is specified for some ultrasonic sensors used for object detection (example datasheet).
  • 1,500+ listed patents in sensor technologies are accessible via WIPO’s PATENTSCOPE filtering by relevant IPC classes (patent count example).
  • The cost of industrial IoT sensorization has been reported to vary; one survey found 25% of companies spend between USD 100k and USD 500k on IoT initiatives (survey).
  • In a Gartner IoT survey, 33% of organizations reported that they plan to increase IoT spending, implying budget reallocation toward sensors (survey).

With rising demand for smarter, secure sensor networks, predictive maintenance and trusted analytics are becoming top IoT priorities.

Market Size

1The global MEMS sensors market is forecast to reach USD 37.6 billion by 2030 (forecast-based).[21]
Verified
2The global industrial sensor market is forecast to grow to USD 55.4 billion by 2028 (forecast-based).[22]
Verified
3The global pressure sensor market is projected to reach USD 26.1 billion by 2028 (forecast-based).[23]
Verified
4The global temperature sensor market is projected to reach USD 36.4 billion by 2027 (forecast-based).[24]
Single source
5The global LiDAR market size is expected to reach USD 6.5 billion by 2030 (forecast-based).[25]
Verified
6The global gas sensor market is projected to reach USD 6.1 billion by 2028 (forecast-based).[26]
Verified
7The global image sensor market is expected to reach USD 24.8 billion by 2026 (forecast-based).[27]
Single source
8The global motion sensor market is forecast to reach USD 11.4 billion by 2028 (forecast-based).[28]
Directional
9The global biosensors market is projected to reach USD 40.3 billion by 2030 (forecast-based).[29]
Single source
10The global Hall effect sensor market is projected to reach USD 6.8 billion by 2029 (forecast-based).[30]
Single source
11The global automotive sensors market size is expected to reach USD 23.4 billion by 2027 (forecast-based).[31]
Verified
12The European market accounted for about 28% of the global industrial automation sensors demand in a 2023 market segmentation (report-based).[32]
Verified
13The global industrial sensors market is predicted to grow from USD 27.6 billion in 2022 to USD 49.3 billion by 2030 (forecast-based).[33]
Verified
14The global smart sensor market is predicted to grow from USD 2.5 billion in 2020 to USD 9.1 billion by 2030 (forecast-based).[34]
Directional
15The global wearable sensor market is predicted to reach USD 33.6 billion by 2027 (forecast-based).[35]
Single source
16The global pressure sensor market size was USD 14.8 billion in 2021 (market measurement).[36]
Directional
17The global temperature sensor market size was USD 7.1 billion in 2022 (market measurement).[37]
Verified
18The global gas sensor market size was USD 4.1 billion in 2022 (market measurement).[38]
Single source
19The global image sensor market size was USD 11.8 billion in 2020 (market measurement).[39]
Verified
20The global MEMS market size was USD 19.1 billion in 2020 (enabling sensors segment measurement).[40]
Verified
21The MEMS market is projected to reach USD 33.9 billion by 2028 (forecast-based).[40]
Verified
22The global radar sensor market is projected to reach USD 3.2 billion by 2026 (forecast-based).[41]
Verified
23The global level sensor market size is projected to grow at a CAGR of 6.2% from 2023 to 2030 (forecast-based).[42]
Verified
24The global motion sensor market size was USD 4.9 billion in 2021 (market measurement).[43]
Directional

Market Size Interpretation

Across these sensor segments, strong growth is evident, with the global MEMS sensors market forecast to rise to USD 37.6 billion by 2030 and the global industrial sensors market expanding from USD 27.6 billion in 2022 to USD 49.3 billion by 2030.

Performance Metrics

10.5% relative accuracy is specified for certain industrial pressure sensor families (example: TE Connectivity pressure sensor datasheet).[44]
Verified
21.8° pitch/roll resolution is specified for certain motion sensors used in consumer and industrial IMU applications (example datasheet-based measurement).[45]
Directional
310 cm minimum distance is specified for some ultrasonic sensors used for object detection (example datasheet).[46]
Directional
42% volumetric water content resolution is specified for certain capacitive soil moisture sensors (datasheet spec).[47]
Verified
51 m spatial resolution is specified for some LiDAR mapping systems (spec-based).[48]
Verified
610 cm/1 m range resolution is a typical spec for certain radar sensors used for level measurement (product spec).[49]
Directional
71 µs time-of-flight resolution is specified for certain time-of-flight distance sensors (example: ST).[50]
Verified
82.8 m maximum range is specified for VL53L0X time-of-flight module (example product datasheet measurement).[50]
Verified

Performance Metrics Interpretation

Across these sensor categories, the specs most often cluster around meter and centimeter scale resolution, with notable high precision such as 0.5% relative accuracy in pressure sensors and 1 µs time-of-flight resolution in distance sensors, while many distance sensing products stay around 10 cm to 1 m resolution and up to a few meters maximum range like the 2.8 m VL53L0X.

Cost Analysis

11,500+ listed patents in sensor technologies are accessible via WIPO’s PATENTSCOPE filtering by relevant IPC classes (patent count example).[51]
Single source
2The cost of industrial IoT sensorization has been reported to vary; one survey found 25% of companies spend between USD 100k and USD 500k on IoT initiatives (survey).[52]
Single source
3In a Gartner IoT survey, 33% of organizations reported that they plan to increase IoT spending, implying budget reallocation toward sensors (survey).[53]
Verified
4Predictive maintenance can reduce maintenance costs by up to 25% and downtime by up to 50% (industry estimate from IBM).[54]
Verified
5Energy savings from smart sensing/control in buildings can be 10–30% (reported benefit range from efficient building studies).[55]
Verified
6The IEA reported that demand-side energy efficiency and digitalization can reduce global energy-related CO2 emissions by around 2 gigatonnes by 2030 (digital tech including sensorization).[55]
Directional
7KPMG reported that minimizing sensor downtime reduces lifecycle costs; typical payback periods for industrial IoT projects can be under 2 years (range).[56]
Directional
8A study by MarketsandMarkets estimated IoT market spending growth; sensor component costs scale with IoT device growth (spend metric).[57]
Verified
9The World Bank reported that air pollution monitoring and compliance systems are cost-effective relative to health damages, supporting sensor deployment (cost-effectiveness argument with numeric health cost).[58]
Verified
10WHO estimated economic losses from air pollution are significant; for context, WHO reports that air pollution costs the world economy hundreds of billions in health and lost productivity annually (policy statistic).[13]
Verified
11Up to 80% reduction in data volume can be achieved by edge filtering of sensor streams (reported metric).[59]
Verified
12The average cost of a data breach across industries is USD 4.45 million (IBM 2023 Cost of a Data Breach report), impacting cybersecurity costs for sensor systems (measurable cost).[60]
Verified
13The global average total cost of data breaches increased 15% from 2020 to 2023 (IBM report trend metric).[60]
Verified
1490% of security incidents involve human error and compromise paths, increasing the need for secure sensor firmware and access control (survey metric).[61]
Verified
1568% of organizations reported using some form of multifactor authentication (MFA), reducing risk for remote sensor access (survey metric).[61]
Verified
162023 global data breach cost average of USD 4.45 million (IBM report).[60]
Verified

Cost Analysis Interpretation

With IoT spending rising and measurable value already proven, such as up to 25% lower maintenance costs and 10 to 30% energy savings, the real takeaway is that organizations are actively reallocating budgets toward sensors and digitalization, with 33% planning to increase IoT spending while air pollution monitoring and other sensor use cases deliver cost effective benefits at a time when data breach costs average USD 4.45 million and edge filtering can cut data volume by up to 80%.

How We Rate Confidence

Models

Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.

Single source
ChatGPTClaudeGeminiPerplexity

Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.

AI consensus: 1 of 4 models agree

Directional
ChatGPTClaudeGeminiPerplexity

Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.

AI consensus: 2–3 of 4 models broadly agree

Verified
ChatGPTClaudeGeminiPerplexity

All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.

AI consensus: 4 of 4 models fully agree

Models

Cite This Report

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APA
Sophie Moreland. (2026, February 13). Sensors Industry Statistics. Gitnux. https://gitnux.org/sensors-industry-statistics
MLA
Sophie Moreland. "Sensors Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/sensors-industry-statistics.
Chicago
Sophie Moreland. 2026. "Sensors Industry Statistics." Gitnux. https://gitnux.org/sensors-industry-statistics.

References

zvei.orgzvei.org
  • 1zvei.org/en/about-zvei/our-members/
frost.comfrost.com
  • 2frost.com/frost-perspectives/why-predictive-maintenance-is-a-strategic-priority-for-manufacturers/
gartner.comgartner.com
  • 3gartner.com/en/newsroom/press-releases/2024-05-02-gartner-survey-finds-organizations-embracing-smart-connected-products
  • 53gartner.com/en/newsroom/press-releases/2023-10-12-gartner-reveals-five-strategies-for-iot-asset-management-to-avoid-failure
  • 59gartner.com/en/articles/edge-computing-reduces-data-transfer-costs
mordorintelligence.commordorintelligence.com
  • 4mordorintelligence.com/industry-reports/smart-factory-market
eur-lex.europa.eueur-lex.europa.eu
  • 5eur-lex.europa.eu/EN/legal-content/summary/ai-act/
  • 6eur-lex.europa.eu/EN/legal-content/summary/directive-on-measures-for-a-high-common-level-of-cybersecurity-across-the-union-nis2.html
weforum.orgweforum.org
  • 7weforum.org/publications/global-risks-report-2024/
comtradeplus.un.orgcomtradeplus.un.org
  • 8comtradeplus.un.org/TradeFlow/Import/HS/9026
  • 9comtradeplus.un.org/TradeFlow/Import/HS/9031
  • 10comtradeplus.un.org/TradeFlow/Import/HS/9027
  • 11comtradeplus.un.org/TradeFlow/Import/HS/9028
  • 12comtradeplus.un.org/TradeFlow/Import/HS/8543
who.intwho.int
  • 13who.int/news-room/fact-sheets/detail/ambient-(outdoor)-air-quality-and-health
  • 14who.int/news-room/fact-sheets/detail/household-air-pollution-and-health
  • 15who.int/publications/i/item/9789240034228
  • 18who.int/news-room/fact-sheets/detail/tobacco
standards.ieee.orgstandards.ieee.org
  • 16standards.ieee.org/standard/802_15_4-2020.html
iso.orgiso.org
  • 17iso.org/standard/75839.html
iea.orgiea.org
  • 19iea.org/reports/data-centres-and-data-transmission-networks
  • 20iea.org/reports/data-centres-and-data-transmission-networks/executive-summary
  • 55iea.org/reports/digitalisation-and-energy
reportlinker.comreportlinker.com
  • 21reportlinker.com/p06066033/MEMS-Sensors-Market.html
  • 22reportlinker.com/p06473977/Industrial-Sensor-Market.html
  • 23reportlinker.com/p06395977/Pressure-Sensor-Market.html
  • 24reportlinker.com/p06064670/Temperature-Sensor-Market.html
  • 25reportlinker.com/p06090961/LiDAR-Market.html
  • 26reportlinker.com/p06403805/Gas-Sensor-Market.html
  • 27reportlinker.com/p06057849/Image-Sensor-Market.html
  • 28reportlinker.com/p06361312/Motion-Sensor-Market.html
  • 29reportlinker.com/p06082688/Biosensors-Market.html
  • 30reportlinker.com/p05590421/Hall-Effect-Sensor-Market.html
  • 31reportlinker.com/p06068814/Automotive-Sensors-Market.html
marketsandmarkets.commarketsandmarkets.com
  • 32marketsandmarkets.com/Market-Reports/industrial-automation-market-312.html
  • 57marketsandmarkets.com/Market-Reports/iot-market-1088.html
precedenceresearch.comprecedenceresearch.com
  • 33precedenceresearch.com/industrial-sensors-market
  • 34precedenceresearch.com/smart-sensors-market
grandviewresearch.comgrandviewresearch.com
  • 35grandviewresearch.com/industry-analysis/wearable-sensors-market
  • 36grandviewresearch.com/industry-analysis/pressure-sensor-market
  • 37grandviewresearch.com/industry-analysis/temperature-sensors-market
  • 38grandviewresearch.com/industry-analysis/gas-sensor-market
  • 39grandviewresearch.com/industry-analysis/image-sensor-market
  • 40grandviewresearch.com/industry-analysis/mems-market
  • 41grandviewresearch.com/industry-analysis/radar-sensor-market
  • 43grandviewresearch.com/industry-analysis/motion-sensor-market
marketdataforecast.commarketdataforecast.com
  • 42marketdataforecast.com/market-reports/level-sensor-market
te.comte.com
  • 44te.com/usa-en/products/sensors/pressure-sensors.html
st.comst.com
  • 45st.com/resource/en/datasheet/lsm6dso.pdf
  • 50st.com/resource/en/datasheet/vl53l0x.pdf
ifm.comifm.com
  • 46ifm.com/us/en/product/OGH500
decagon.comdecagon.com
  • 47decagon.com/soil-moisture-sensors/
veoplus.comveoplus.com
  • 48veoplus.com/blog/lidar-specifications-resolution
krohne.comkrohne.com
  • 49krohne.com/en/products/sensors/measurement-principles/radar-level/radars/ifc-300
patentscope.wipo.intpatentscope.wipo.int
  • 51patentscope.wipo.int/search/en/result.jsf?query=IPC%3D%28G01%29
iotworldtoday.comiotworldtoday.com
  • 52iotworldtoday.com/industrial-iot-survey-spend-bands/
ibm.comibm.com
  • 54ibm.com/topics/predictive-maintenance
  • 60ibm.com/reports/data-breach
kpmg.comkpmg.com
  • 56kpmg.com/xx/en/home/insights/2021/04/industrial-iot-roi.html
openknowledge.worldbank.orgopenknowledge.worldbank.org
  • 58openknowledge.worldbank.org/handle/10986/37492
verizon.comverizon.com
  • 61verizon.com/business/resources/reports/dbir/