Radar · Industry landscape · the United States
Smart Home Landscape of the United States 2,906 Smart Home companies in the United States, in one picture: who is hiring, who is raising money, who founded them, where they are based, which skills employers want and where the research is going. Updated August 2026.
2,906 companies tracked
$28.8B disclosed funding
149 hiring right now
1,081 events · 24 months
Who leads Smart Home in the United States Tracks 2,906 U.S. Smart Home firms, noting 149 currently hiring and 763 that have disclosed funding rounds, with top hiring firms and best‑funded companies listed.
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How the Smart Home ecosystem in the United States grew, 2016–2025 Shows yearly company formation counts from 2016 to 2025, peaking at 268 new firms in 2016 and falling to 17 in 2025.
Companies founded / year
new Smart Home companies in the United States
2016: 268 2017: 194 2018: 204 2019: 181 2020: 165 2021: 112 2022: 64 2023: 36 2024: 21 2025: 17 2016 2025
peak 268 in 2016
Companies raising / year
with a disclosed round that year
2016 2025
peak 165 in 2016
Disclosed funding / year
sum of disclosed rounds (USD)
2016: 2,061,961,988 2017: 1,699,134,206 2018: 3,131,012,315 2019: 1,747,999,361 2020: 3,070,680,942 2021: 4,429,572,906 2022: 1,149,816,128 2023: 1,182,252,582 2024: 1,344,179,919 2025: 733,102,544 2016 2025
peak $4.4B in 2021
Where Smart Home companies in the United States are based Lists the cities with the most Smart Home companies, led by San Francisco (232) and New York City (132).
→ Hub 01
San Francisco
232 Smart Home companies
33% of the Smart Home companies across these hubs
232 companies
$5.2B disclosed funding
10 hiring now
Hub 02
New York City
132 Smart Home companies
19% of the Smart Home companies across these hubs
132 companies
$3.2B disclosed funding
6 hiring now
Hub 03
Los Angeles
79 Smart Home companies
11% of the Smart Home companies across these hubs
79 companies
$109.4M disclosed funding
5 hiring now
Hub 04
San Diego
60 Smart Home companies
9% of the Smart Home companies across these hubs
60 companies
$2.6B disclosed funding
4 hiring now
Hub 05
Austin
58 Smart Home companies
8% of the Smart Home companies across these hubs
58 companies
$259.1M disclosed funding
Hub 06
Boston
53 Smart Home companies
8% of the Smart Home companies across these hubs
53 companies
$2B disclosed funding
5 hiring now
Hub 07
San Jose
47 Smart Home companies
7% of the Smart Home companies across these hubs
47 companies
$688.1M disclosed funding
4 hiring now
Hub 08
Palo Alto
42 Smart Home companies
6% of the Smart Home companies across these hubs
42 companies
$382.1M disclosed funding
2 hiring now
The Smart Home market map of the United States: what these companies actually do Breaks down product sub‑categories and revenue models, highlighting consumer digital (2,800 firms) and the most common models such as subscription (1,603 firms).
Consumer Digital 2,800 companies · $27.5B raised · 136 hiring IoT in Healthcare 1,180 companies · $17B raised · 66 hiring Healthtech 1,154 companies · $16.8B raised · 63 hiring Medical Devices 897 companies · $12.4B raised · 57 hiring Enterprise Tech 848 companies · $7.4B raised · 66 hiring IoT in Retail 629 companies · $4.5B raised · 32 hiring Non-Invasive Health Monitoring Devices 519 companies · $8.3B raised · 32 hiring Chronic Disease Management 451 companies · $8.2B raised · 34 hiring At Home Diagnostics 449 companies · $8.6B raised · 25 hiring Life Sciences 420 companies · $9.1B raised · 35 hiring Internet First Brands 395 companies · $2.6B raised · 18 hiring B2C E-Commerce 391 companies · $3.8B raised · 18 hiring Monetization
How Smart Home companies make money How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
Subscription 1,603
E-Commerce - Product 1,090
Physical Commerce 922
Commission on Transaction 198
Fee-For-Service 167
Advertising 94
E-Commerce - Service 76
Licensing 13
Funding, M&A and the deals moving Smart Home in the United States Counts 1,081 corporate events over the past two years, including 324 earnings releases, 266 key‑person announcements, and 101 funding rounds.
Earnings 324 Leadership 266 Funding 101 M&A 90 Announcement 69 Product 44 Contracts 38 Lawsuit 36 Board Updates 26 Regulatory 14
Funding Roadzen Inc. (Nasdaq: RDZN ) (‘Roadzen’ or the ‘Company’), a global leader in AI at the convergence of insurance and mobility, today announced that it has entered into a securities purchase agreement with institutional investors for the purchase and sale of 4,705,870 ordinary shares at an offering price of $1.70 per share, in a registered direct offering (the ‘Offering’). 2026-05-04 M&A Quext acquires Geokey 2026-05-01 Funding New York-based Shade develops a private AI-driven file explorer that visually searches and previews terabytes of files. 2026-04-27 M&A Arlo Technologies has acquired Aloe Care Health, a medical alert systems manufacturer, in a tech M&A deal. 2026-04-20 Funding Negative Sentiment: HeartBeam closed a $10.0M public offering to fund commercialization and AI initiatives — the cash reduces funding risk but the equity issuance is dilutive and often depresses short‑term share prices. Media coverage noted selling pressure around the offering. 2026-04-19 M&A The transaction marks the next step in RYSE’s development as part of a broader European platform focused on the built environment. 2026-04-09 M&A Profusa, Inc. (“Profusa” or the “Company”) (Nasdaq: PFSA), a commercial stage digital health company pioneering the next generation of technology platform enabling the continuous monitoring of an individual’s biochemistry, today announced a strategic expansion into molecular diagnostics through a Letter of Intent to acquire the PanOmics™ multi-omics diagnostics platform from BioInsights LLC (“BioInsights”). 2026-04-06 Funding Crosby has now raised a total of $85.8M in total equity funding and is backed by 01 Advisors, Bain Capital Ventures, Elad Gil, Index Ventures, and Lux Capital. 2026-04-06 Funding WHOOP has now raised a total of $979M in total equity funding and is backed by 2PointZero, Abbott, Accomplice, Affinity Partners, and B-FLEXION. 2026-04-06 Funding Somnee ... raised $10 million last year and counts the NBA among its investors. 2026-03-26 Mergers and acquisitions Deals from the last 24 months where a Smart Home company in the United States was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.
Acquirer Target Deal value Status Date danaherMasimo $9.9B Pending 2026-05-04 quextGeokey undisclosed Announced 2026-05-01 Arlo aloe care healthundisclosed Announced 2026-04-23 Consultancy.eu XPartners RYSE undisclosed Announced 2026-04-07 Profusa BioInsights LLC $30M Announced 2026-04-06 XPartnersRYSE undisclosed Completed 2026-03-24
Who is listing, hiring leaders, launching and winning work Details notable events like IPO filings, leadership changes, product launches, and contract wins for companies in the sector.
Earnings pulse
companies reporting results · last 24 months
37 companies reporting372 company-quarters trackedbeat 112 miss 32 in line 4
Half of these companies grew revenue faster than +12.5% , half slower.
Who is building Smart Home in the United States Profiles 1,839 founders and CEOs across 1,369 firms, noting frequent alma maters like MIT (49) and prior employers such as Microsoft (18).
Founders and chief executives 12 of 1,839, from the best-funded companies on this page
→ Counter Service, ex-Proust.com, Revolution Health Group, e-angel. The George Washington University BA 2002
CEO & President
Kevin Sayer
Ex-CFO Biosensors International. Brigham Young University BS 1983
Co-Founder & Chief Hardware Engineer
Aurelian Nicolae
Harvard University BS 2012
Founder & CEO
Alexander Timm
Drake University BSBA 2011
CTO (co-founder)
Jean-Paul Martin
Alarm Com, ex-Microstrategy, ex-Media Cybernetics, university of pennsylvania, 1985
Ex-Petco, Walmart US eCommerce, Venture For America. UCLA Anderson School of Management MBA, Finance and Entrepreneurship, University of California…
Co-Founder & CEO Learneo, CEO QuillBot. Cornell University BA 2010
Co-Founder & CEO
Kyle Nakatsuji
Ex-American Family Insurance, Imbed Biosciences. University of Wisconsin–Oshkosh BS
President and CEO
Bill Facteau
Earlens, ex-Exploramed, ex-New Enterprise Associates, The University of Connecticut, 1992
Co-Founder & CEO
Moawia Eldeeb
Ex-Columbia Engineering, Pursuit. Columbia University BS 2015, Queens College BA 2013
Co-Founder
Eleanor Laurans
Workshop Venture Partners, ex-Boston Public Schools, ex-Education Resource Strategies, Harvard Business School, 2006
Owner ENT Medical Practice. Hospitals in the Lyon region MD 1984
Where the founders studied
alma mater on record for 319 of 1,839 founders
Massachusetts Institute of Technology 49
Stanford University 39
Harvard University 32
University of Pennsylvania 31
Harvard Business School 25
University of California (Berkeley) 19
Cornell University 18
Carnegie Mellon University 15
Where they worked before
a previous employer on record for 63 of 1,839 founders
Microsoft 18
Google 11
Apple 8
Amazon 7
Intel 6
Cisco 4
McKinsey 4
Facebook 3
Founders flagged as repeat founders
of 1,570 founders with a profile on this page
16
carry a repeat-founder flag
flagged as repeat founders 16 no repeat-founder flag 1,554 Women and men among the founders
first names matched for 1,641 of 1,839 founders
16%
of matched founders are women
Inferred from first names, using 119 million people who state their own gender: a first name counts only where at least 20 of them share it and at least 90% of those share the same gender. The other 198 founders go in neither column.
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Look up the people behind Smart Home companies in the United States
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Who funds Smart Home in the United States Records 1,764 funding rounds since 2016 from 1,637 investors, with a typical round size of about $2 million.
Stage mix · rounds since 2016
Seed & Angel 599
Series A–B 559
Series C+ / PE 152
Grants, debt & other 454
The typical round is $2M — half were bigger, half smaller.
The biggest Smart Home funding rounds in the United States Highlights the largest disclosed round—Whoop’s $575 million Series G—and lists ten other large recent rounds.
Company Round Size When Backers Whoop Series Gmega-round $575M Mar 2026 Collab Fund , 2PointZero , Qatar Investment Authority +19 more Peloton Series Fmega-round $550M Aug 2018 TCV , True Ventures , Wellington +7 more ROM Technologies Series Dmega-round $448.1M Sep 2014 — Root Series Emega-round $360M Aug 2019 Coatue , DST Global , Drive Capital +4 more Peloton Series Emega-round $325M May 2017 Wellington , Fidelity Investments , True Ventures +5 more BrainCo Series Amega-round $286.3M Jan 2026 IDG Capital , Walden International , Lens Technology +1 more Jawbone Series Emega-round $250M Feb 2014 Rizvi Traverse Tonal Series Emega-round $250M Mar 2021 Dragoneer Investment Group , Cobalt Capital , L Catterton +6 more Tempo Series C $220M Feb 2021 Bling Capital , DCM Ventures , General Catalyst +3 more SimpliSafe Series E $200M May 2022 HPS Investment Partners , Owl Rock Capital , Eastern Bank
Venture round sizes · 2023–2025
<$1M 47
$1–10M 81
$10–50M 54
$50–250M 10
>$250M 0
192 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
Smart Home jobs in the United States: who is hiring and what they ask for Aggregates 9,175 job postings from 286 employers in the last year, with median pay of $84 k and top skills including Python and SQL.
9,175 postings · last 12 months
13,301 postings tracked overall
286 employers advertising
$84k median advertised salary/yr (n=1070)
Demand
The Skills Employers Ask For What Smart Home employers in the United States put in their job ads. The bar is how many postings ask for it; the arrow shows whether demand grew or shrank against the year before.
accounting 132 ▲ computer skills 123 ▲ python 119 ▲ excel 89 ▲ sql 85 ▲ salesforce 80 ▲ typescript 60 ▲ crm 51 ▲ gcp 49 ▲ react 49 ▲ What level are these roles?
Entry 211
Intern 77
Senior 1,059
Lead 272
Manager 4,289
What they pay, by level
Manager $112k/yr (n=231) Senior $144k/yr (n=113) Entry $60k/yr (n=36) Most advertised titles
Assistant Manager 1,500 General Manager 633 Sales Representative 629 Cook 264 Shift Manager 119 Crew Member 102 What Smart Home research in the United States is working on Indexes 5,209 U.S. academic papers, most of which (3,944) discuss opportunities, while 628 identify problems and 122 issue cautions.
How this field talks about itself
United States-affiliated Smart Home papers (gold) against all published research (grey)
Breakthrough 48.2% · 26.3% 1.8×
Promising 27.5% · 37.1% 0.7×
Problem-identifying 11.7% · 9.6% 1.2×
Descriptive 7.5% · 17.7% 0.4×
Comparative 2.4% · 3.9% 0.6×
Cautionary 2.3% · 4.4% 0.5×
United States-affiliated Smart Home literature runs 1.8× more “breakthrough” than science at large (48.2% vs 26.3% baseline).
How the work is done
Methods-led 69.0%
Reviews 14.0%
Empirical 11.4%
Position pieces 4.7%
Theoretical 0.9%
How the research reads
94% positive · 1% neutral · 5% negative , across 5,209 papers.
The institutions doing the work · United States
Georgia Institute of Technology 17k University of California, Berkeley 13k Cisco Systems 11k University of Washington 10k Carnegie Mellon University 10k Western Michigan University 10k ranked by how often their work is cited
Leading researchers · United States-affiliated work
Mohsen Guizani · Ala Al‐Fuqaha · Mehdi Mohammadi · Moussa Ayyash · Mohammed Aledhari · Li Da Xu · Taewoo Nam · Rodolfo Milito
The most-cited breakthroughs
XORs in the Air: Practical Wireless Network Coding · 2k cites De-anonymizing Social Networks · 1k cites Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications · 1k cites TinyECC: A Configurable Library for Elliptic Curve Cryptography in Wireless Sensor Networks · 921 cites Minimizing age of information in vehicular networks · 898 cites Common problems researchers identify 589 papers · 7 recurring themes
→ Problems · theme 01
IoT and Cloud Interoperability
136 papers · 23.1% of this block
2022: 1,357 of every 10,000 papers on this subject 2023: 1,322 of every 10,000 papers on this subject 2024: 1,238 of every 10,000 papers on this subject 2025: 1,424 of every 10,000 papers on this subject 2022: 1,357 of every 10,000 papers on this subject 2023: 1,322 of every 10,000 papers on this subject 2024: 1,238 of every 10,000 papers on this subject 2025: 1,424 of every 10,000 papers on this subject ▲ +5% share 2022→2025 share of research on this subject Researchers highlight difficulties linking IoT devices with cloud platforms and managing large data flows.
Internet of Things · Cloud computing · Interoperability · Big data
“Industrial Internet of Things: Challenges, Opportunities, and Directions”
Problems · theme 02
IoT Security Vulnerabilities
117 papers · 19.9% of this block
2022: 1,455 of every 10,000 papers on this subject 2023: 1,485 of every 10,000 papers on this subject 2024: 1,384 of every 10,000 papers on this subject 2025: 753 of every 10,000 papers on this subject 2022: 1,455 of every 10,000 papers on this subject 2023: 1,485 of every 10,000 papers on this subject 2024: 1,384 of every 10,000 papers on this subject 2025: 753 of every 10,000 papers on this subject ▼ -48% share 2022→2025 share of research on this subject Studies point to persistent security gaps and intrusion detection challenges across IoT deployments.
Internet of Things · Computer security · Intrusion detection system · Vulnerability
“A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security”
Problems · theme 03
Edge and Wearable Integration
107 papers · 18.2% of this block
2022: 1,306 of every 10,000 papers on this subject 2023: 1,280 of every 10,000 papers on this subject 2024: 1,196 of every 10,000 papers on this subject 2025: 1,364 of every 10,000 papers on this subject 2022: 1,306 of every 10,000 papers on this subject 2023: 1,280 of every 10,000 papers on this subject 2024: 1,196 of every 10,000 papers on this subject 2025: 1,364 of every 10,000 papers on this subject ▲ +4% share 2022→2025 share of research on this subject Papers discuss obstacles in combining cloud services with wearables, drones, and edge computing.
Cloud computing · Wearable computer · Drone · Wearable technology
“Mobile crowdsensing: current state and future challenges”
Problems · theme 04
Wireless Sensor Network Trust
89 papers · 15.1% of this block
2022: 2,047 of every 10,000 papers on this subject 2023: 1,907 of every 10,000 papers on this subject 2024: 1,445 of every 10,000 papers on this subject 2025: 1,152 of every 10,000 papers on this subject 2022: 2,047 of every 10,000 papers on this subject 2023: 1,907 of every 10,000 papers on this subject 2024: 1,445 of every 10,000 papers on this subject 2025: 1,152 of every 10,000 papers on this subject ▼ -44% share 2022→2025 share of research on this subject Works examine key distribution and reliability issues within wireless sensor networks.
Wireless sensor network · Computer network · Wireless · Key distribution in wireless sensor networks
“A Survey of Intrusion Detection Systems in Wireless Sensor Networks”
Problems · theme 05
IoT Privacy Concerns
65 papers · 11.0% of this block
2022: 1,568 of every 10,000 papers on this subject 2023: 1,588 of every 10,000 papers on this subject 2024: 1,474 of every 10,000 papers on this subject 2025: 746 of every 10,000 papers on this subject 2022: 1,568 of every 10,000 papers on this subject 2023: 1,588 of every 10,000 papers on this subject 2024: 1,474 of every 10,000 papers on this subject 2025: 746 of every 10,000 papers on this subject ▼ -52% share 2022→2025 share of research on this subject Authors raise concerns about data privacy and security in IoT ecosystems.
Internet privacy · Information privacy · Computer security · Internet of Things
“A Comprehensive Study of Security of Internet-of-Things”
Problems · theme 06
Smart City Data Governance
51 papers · 8.7% of this block
2022: 364 of every 10,000 papers on this subject 2023: 377 of every 10,000 papers on this subject 2024: 350 of every 10,000 papers on this subject 2025: 466 of every 10,000 papers on this subject 2022: 364 of every 10,000 papers on this subject 2023: 377 of every 10,000 papers on this subject 2024: 350 of every 10,000 papers on this subject 2025: 466 of every 10,000 papers on this subject ▲ +28% share 2022→2025 share of research on this subject Research identifies challenges in handling big data for sustainable urban management.
Smart city · Big data · Sustainability · Government
“Understanding Smart Cities: An Integrative Framework”
Problems · theme 07
Blockchain for IoT Supply Chains
24 papers · 4.1% of this block
2022: 1,568 of every 10,000 papers on this subject 2023: 1,605 of every 10,000 papers on this subject 2024: 1,543 of every 10,000 papers on this subject 2025: 1,055 of every 10,000 papers on this subject 2022: 1,568 of every 10,000 papers on this subject 2023: 1,605 of every 10,000 papers on this subject 2024: 1,543 of every 10,000 papers on this subject 2025: 1,055 of every 10,000 papers on this subject ▼ -33% share 2022→2025 share of research on this subject Studies explore security and scalability hurdles when applying blockchain to IoT-enabled logistics.
Blockchain · Computer security · Internet of Things · Supply chain
“Applications of Blockchains in the Internet of Things: A Comprehensive Survey”
Cautions 116 papers · 4 recurring themes
→ Cautions · theme 01
IoT in Healthcare Risks
36 papers · 31.0% of this block
2022: 1,339 of every 10,000 papers on this subject 2023: 1,313 of every 10,000 papers on this subject 2024: 1,258 of every 10,000 papers on this subject 2025: 1,411 of every 10,000 papers on this subject 2022: 1,339 of every 10,000 papers on this subject 2023: 1,313 of every 10,000 papers on this subject 2024: 1,258 of every 10,000 papers on this subject 2025: 1,411 of every 10,000 papers on this subject ▲ +5% share 2022→2025 share of research on this subject Cautionary papers warn of safety and reliability issues when merging IoT with medical services.
Internet of Things · Health care · Cloud computing · Emerging technologies
“Assuring assistance to healthcare and medicine: Internet of Things, Artificial Intelligence, and Artificial Intelligence of Things”
Cautions · theme 02
Wireless Interference and Malware
31 papers · 26.7% of this block
2022: 2,047 of every 10,000 papers on this subject 2023: 1,907 of every 10,000 papers on this subject 2024: 1,445 of every 10,000 papers on this subject 2025: 1,152 of every 10,000 papers on this subject 2022: 2,047 of every 10,000 papers on this subject 2023: 1,907 of every 10,000 papers on this subject 2024: 1,445 of every 10,000 papers on this subject 2025: 1,152 of every 10,000 papers on this subject ▼ -44% share 2022→2025 share of research on this subject Research highlights interference problems and malware threats in wireless sensor networks.
Wireless · Computer network · Wireless sensor network · Malware
“A Comprehensive Analysis of the MAC Unreliability Problem in IEEE 802.15.4 Wireless Sensor Networks”
Cautions · theme 03
IoT Supply Chain Trade‑offs
26 papers · 22.4% of this block
2022: 1,568 of every 10,000 papers on this subject 2023: 1,605 of every 10,000 papers on this subject 2024: 1,543 of every 10,000 papers on this subject 2025: 1,055 of every 10,000 papers on this subject 2022: 1,568 of every 10,000 papers on this subject 2023: 1,605 of every 10,000 papers on this subject 2024: 1,543 of every 10,000 papers on this subject 2025: 1,055 of every 10,000 papers on this subject ▼ -33% share 2022→2025 share of research on this subject Analyses caution about security and integration complexities of IoT within supply chains.
Internet of Things · Computer security · Supply chain · Blockchain
“Examining potential benefits and challenges associated with the Internet of Things integration in supply chains”
Cautions · theme 04
Low‑Cost Air Quality Sensors
23 papers · 19.8% of this block
2022: 126 of every 10,000 papers on this subject 2023: 161 of every 10,000 papers on this subject 2024: 174 of every 10,000 papers on this subject 2025: 247 of every 10,000 papers on this subject 2022: 126 of every 10,000 papers on this subject 2023: 161 of every 10,000 papers on this subject 2024: 174 of every 10,000 papers on this subject 2025: 247 of every 10,000 papers on this subject ▲ +97% share 2022→2025 share of research on this subject Studies caution on accuracy and reliability of inexpensive pollution monitoring devices.
Sustainability · Particulates · Air pollution · Smart city
“Community Air Sensor Network (CAIRSENSE) project: evaluation of low-costsensor performance in a suburban environment in the southeastern Uni”
Opportunities 3,754 papers · 7 recurring themes
→ Opportunities · theme 01
IoT for Smart Agriculture
1,002 papers · 26.7% of this block
2022: 1,716 of every 10,000 papers on this subject 2023: 1,707 of every 10,000 papers on this subject 2024: 1,650 of every 10,000 papers on this subject 2025: 1,582 of every 10,000 papers on this subject 2022: 1,716 of every 10,000 papers on this subject 2023: 1,707 of every 10,000 papers on this subject 2024: 1,650 of every 10,000 papers on this subject 2025: 1,582 of every 10,000 papers on this subject ▼ -8% share 2022→2025 share of research on this subject Opportunities focus on using IoT and cloud services to optimize farming and resource use.
Internet of Things · Embedded system · Cloud computing · Agriculture
“Smart Infrastructure: Leveraging IoT and AI for Predictive Maintenance in Urban Facilities”
Opportunities · theme 02
Energy‑Aware Wireless Sensor Networks
724 papers · 19.3% of this block
2022: 1,427 of every 10,000 papers on this subject 2023: 1,318 of every 10,000 papers on this subject 2024: 983 of every 10,000 papers on this subject 2025: 947 of every 10,000 papers on this subject 2022: 1,427 of every 10,000 papers on this subject 2023: 1,318 of every 10,000 papers on this subject 2024: 983 of every 10,000 papers on this subject 2025: 947 of every 10,000 papers on this subject ▼ -34% share 2022→2025 share of research on this subject Research proposes joint data gathering and power provisioning methods for rechargeable sensor networks.
Wireless sensor network · Wireless · Key distribution in wireless sensor networks · Computer network
“Joint Mobile Data Gathering and Energy Provisioning in Wireless Rechargeable Sensor Networks”
Opportunities · theme 03
Scalable Smart‑City Software
715 papers · 19.0% of this block
2022: 450 of every 10,000 papers on this subject 2023: 461 of every 10,000 papers on this subject 2024: 317 of every 10,000 papers on this subject 2025: 730 of every 10,000 papers on this subject 2022: 450 of every 10,000 papers on this subject 2023: 461 of every 10,000 papers on this subject 2024: 317 of every 10,000 papers on this subject 2025: 730 of every 10,000 papers on this subject ▲ +62% share 2022→2025 share of research on this subject Papers present frameworks for robust, scalable deployment of smart‑city applications.
Software deployment · Smart city · Scalability · Robustness
“Efficient Multisensor Localization for the Internet of Things: Exploring a New Class of Scalable Localization Algorithms”
Opportunities · theme 04
AI‑Driven IoT Intrusion Detection
586 papers · 15.6% of this block
2022: 1,496 of every 10,000 papers on this subject 2023: 1,525 of every 10,000 papers on this subject 2024: 1,424 of every 10,000 papers on this subject 2025: 835 of every 10,000 papers on this subject 2022: 1,496 of every 10,000 papers on this subject 2023: 1,525 of every 10,000 papers on this subject 2024: 1,424 of every 10,000 papers on this subject 2025: 835 of every 10,000 papers on this subject ▼ -44% share 2022→2025 share of research on this subject Works develop deep‑learning models to detect anomalies and protect IoT infrastructures.
Internet of Things · Intrusion detection system · Computer security · Anomaly detection
“DL‐IDS: a deep learning–based intrusion detection framework for securing IoT”
Opportunities · theme 05
Advanced Wearable Sensing
364 papers · 9.7% of this block
2022: 1,290 of every 10,000 papers on this subject 2023: 1,201 of every 10,000 papers on this subject 2024: 894 of every 10,000 papers on this subject 2025: 843 of every 10,000 papers on this subject 2022: 1,290 of every 10,000 papers on this subject 2023: 1,201 of every 10,000 papers on this subject 2024: 894 of every 10,000 papers on this subject 2025: 843 of every 10,000 papers on this subject ▼ -35% share 2022→2025 share of research on this subject Research showcases flexible, high‑sensitivity wearable devices for continuous health monitoring.
Wearable computer · Wireless · Wearable technology · Triboelectric effect
“A highly sensitive and multiplexed wireless sensing system with skin-like compliance and stretchability for wearable applications”
Opportunities · theme 06
Edge Computing for IoT
185 papers · 4.9% of this block
2022: 325 of every 10,000 papers on this subject 2023: 326 of every 10,000 papers on this subject 2024: 284 of every 10,000 papers on this subject 2025: 349 of every 10,000 papers on this subject 2022: 325 of every 10,000 papers on this subject 2023: 326 of every 10,000 papers on this subject 2024: 284 of every 10,000 papers on this subject 2025: 349 of every 10,000 papers on this subject ▲ +7% share 2022→2025 share of research on this subject Studies explore edge architectures that enhance processing speed and intelligence for IoT systems.
Edge computing · Enhanced Data Rates for GSM Evolution · Edge device · Cloud computing
“Design and Simulation of a Hybrid Smart Grid Energy System Using Edge Computing and IoT-Based Control Architectures”
Opportunities · theme 07
Secure Blockchain IoT Frameworks
178 papers · 4.7% of this block
2022: 628 of every 10,000 papers on this subject 2023: 669 of every 10,000 papers on this subject 2024: 738 of every 10,000 papers on this subject 2025: 732 of every 10,000 papers on this subject 2022: 628 of every 10,000 papers on this subject 2023: 669 of every 10,000 papers on this subject 2024: 738 of every 10,000 papers on this subject 2025: 732 of every 10,000 papers on this subject ▲ +16% share 2022→2025 share of research on this subject Papers propose cryptographic blockchain solutions to strengthen IoT network security and scalability.
Blockchain · Internet of Things · Supply chain · Cryptography
“Hybrid Blockchain Framework for Secure and Scalable Internet of Things (IoT) Networks (HB-IoT): A Novel Approach”
Which of these themes are growing fastest Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Smart City Data Governance ▲+28%
IoT and Cloud Interoperability ▲+5%
Edge and Wearable Integration ▲+4%
Blockchain for IoT Supply Chains ▼-33%
Wireless Sensor Network Trust ▼-44%
IoT Security Vulnerabilities ▼-48%
IoT Privacy Concerns ▼-52%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Low‑Cost Air Quality Sensors ▲+97%
IoT in Healthcare Risks ▲+5%
IoT Supply Chain Trade‑offs ▼-33%
Wireless Interference and Malware ▼-44%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining share losing share
Scalable Smart‑City Software ▲+62%
Secure Blockchain IoT Frameworks ▲+16%
Edge Computing for IoT ▲+7%
IoT for Smart Agriculture ▼-8%
Energy‑Aware Wireless Sensor Networks ▼-34%
Advanced Wearable Sensing ▼-35%
AI‑Driven IoT Intrusion Detection ▼-44%
Who files Smart Home patents in the United States Counts 369,375 patent filings between 2016 and 2025 from roughly 8,000 organizations, led by Qualcomm, IBM, and Microsoft.
369,375 filings 2016–20258,000 assigneespeak 43,051 in 2020
Filing momentum
patents published / year
2016: 39,513 2017: 41,754 2018: 40,753 2019: 42,425 2020: 43,051 2021: 39,035 2022: 35,957 2023: 34,226 2024: 28,855 2025: 23,806 2016 2025
Who files the most
Qualcomm 51,986 IBM 27,040 Microsoft 24,209 Intel 18,299 Apple 15,099 Google 14,743 Cisco 10,414 AT & T IP I LP 8,075 Prism
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About this data: built from Fliar's company, founder, funding, hiring, jobs, research and patent trackers, covering the United States. Counts are of companies we track, not of every company that exists. Updated August 2026.
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