Radar Landscapes Business Process Automation Landscape of the United States
Business Process Automation industry in the United States — illustrated cover for the Business Process Automation Landscape of the United States
Radar · Industry landscape · the United States

Business Process Automation Landscape of the United States

1,387 Business Process Automation companies in the United States, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about, which skills employers want and where the research is going. Updated August 2026.

1,387companies tracked
$18.6Bdisclosed funding
109hiring right now
631events · 24 months
2,275,023news articles · 12 months

Who leads Business Process Automation in the United States

Shows 1,387 U.S. Business Process Automation firms, highlighting the top hiring firms, best‑funded companies, and the 109 firms currently recruiting, with 323 firms having disclosed a funding round.

open roles
Hiring now
ranked by live open roles
  1. 01Pegasystems12last posted Aug 2026
  2. 02Uniphore10last posted Jul 2026
  3. 03Automation Anywhere10last posted Aug 2026
  4. 04UiPath9last posted Mar 2026
  5. 05Workato9last posted Aug 2026
  6. 06Conga8last posted Jun 2026
  7. 07Targa8last posted May 2026
  8. 08WRITER8last posted May 2026
109 companies hiring · 10 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
  1. 01UiPath$2BSeries F · Feb 2021
  2. 02Box$1.5BPost IPO · May 2021
  3. 03Airtable$1.4BSeries F · Dec 2021
  4. 04AvidXchange$1.2BSeries F · Sep 2020
  5. 05Automation Anywhere$1BConventional Debt · Oct 2022
  6. 06Uniphore$977.7MSeries F · Oct 2025
  7. 07Apttus$549.2MConventional Debt · Feb 2018
  8. 08Pegasystems$525MPost IPO · Feb 2020
323 companies with disclosed rounds · $18.6B total
revenue
Revenue leaders
official filings first, else latest snapshot
  1. 01UiPath$1.6BFY2022 filing
  2. 02Box$1.2BFY2025 filing
  3. 03Pegasystems$430MFY2024 filing
  4. 04Appian$202.2MFY2024 filing
  5. 05Uniphore$24.9MFY2022 filing
  6. 06Evonsys$21.2Msnapshot Dec 2023
  7. 07CloudFabrix$1.9Msnapshot Mar 2025
  8. 08StraViso$1.8Msnapshot Mar 2022
14 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
  1. 01Pegasystems5,406tracked employees
  2. 02Appian3,647tracked employees
  3. 03Box1,692tracked employees
  4. 04Zapier800tracked employees
  5. 05Creatio700tracked employees
  6. 06Automation Anywhere625tracked employees
  7. 07UiPath567tracked employees
  8. 08Airtable548tracked employees
73 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
  1. 01Versapay37.5%780 tracked events
  2. 02UiPath10.8%224 tracked events
  3. 03Pegasystems4.5%93 tracked events
  4. 04Verint3.6%75 tracked events
  5. 05Appian3.2%66 tracked events
  6. 06UnifyApps2.6%55 tracked events
  7. 07Kore2.5%53 tracked events
  8. 08Automation Anywhere2.3%48 tracked events
2,079 tracked events across 91 companies
web reach
Most-used apps
the sites in this sector the web visits most
  1. 01Informed K12top 50kinformedk12.com
  2. 02Boxtop 50kbox.com
  3. 03Zapiertop 50kzapier.com
  4. 04MicroPacttop 100kmicropact.com
  5. 05MindStudiotop 500kmindstudio.ai
  6. 06UiPathtop 500kuipath.com
  7. 07Versapaytop 500kversapay.com
  8. 08Droplettop 500kdroplet.io
383 companies here run a site with a measured audience · 45 of them sit inside the web’s top million
articles
In the news
Prism news coverage, last 12 months
  1. 01Ema9,009articles in the window
  2. 02Chef913articles in the window
  3. 03UiPath580articles in the window
  4. 04Zapier413articles in the window
  5. 05Krista410articles in the window
  6. 06Pegasystems101articles in the window
  7. 07Workato92articles in the window
  8. 08Automation Anywhere91articles in the window
86 of these companies drew sector coverage in the window
Radar

See all 1,387 Business Process Automation companies in the United States

Filter by funding, headcount, hiring and location, and export the list.

How the Business Process Automation ecosystem in the United States grew, 2016–2025

Lists the number of firms founded each year from 2016‑2025, noting the highest counts of 146 in 2024 and 123 in 2025.

Companies founded / year
new Business Process Automation companies in the United States
2016: 502017: 732018: 922019: 822020: 942021: 732022: 592023: 1212024: 1462025: 123
20162025
peak 146 in 2024
Companies raising / year
with a disclosed round that year
20162025
peak 87 in 2025
Disclosed funding / year
sum of disclosed rounds (USD)
2016: 361,849,4542017: 630,838,4742018: 1,476,809,7232019: 1,713,010,5932020: 1,955,206,5362021: 4,358,856,9712022: 1,197,842,7592023: 879,220,1082024: 1,381,879,8282025: 1,527,516,529
20162025
peak $4.4B in 2021

Where Business Process Automation companies in the United States are based

Ranks U.S. cities by the number of sector firms, with San Francisco leading at 225 companies, followed by New York City (101) and Austin (36).

San Francisco skyline — Business Process Automation hub in the United States
Hub 01
San Francisco
225 Business Process Automation companies
46% of the Business Process Automation companies across these hubs
225companies
$3.7Bdisclosed funding
21hiring now
Photo Wikipedia · San Francisco · CC BY-SA 4.0
New York City skyline — Business Process Automation hub in the United States
Hub 02
New York City
101 Business Process Automation companies
21% of the Business Process Automation companies across these hubs
101companies
$3.2Bdisclosed funding
11hiring now
Photo Wikipedia · New York City · CC BY-SA 4.0
Austin, a Business Process Automation hub in the United States
Hub 03
Austin
36 Business Process Automation companies
7% of the Business Process Automation companies across these hubs
36companies
$92.6Mdisclosed funding
generated artwork
Seattle skyline — Business Process Automation hub in the United States
Hub 04
Seattle
28 Business Process Automation companies
6% of the Business Process Automation companies across these hubs
28companies
$208.1Mdisclosed funding
3hiring now
Photo Wikipedia · Seattle · CC BY-SA 4.0
Palo Alto, a Business Process Automation hub in the United States
Hub 05
Palo Alto
28 Business Process Automation companies
6% of the Business Process Automation companies across these hubs
28companies
$1.1Bdisclosed funding
1hiring now
generated artwork
San Jose, a Business Process Automation hub in the United States
Hub 06
San Jose
24 Business Process Automation companies
5% of the Business Process Automation companies across these hubs
24companies
$1.4Bdisclosed funding
3hiring now
generated artwork
Boston skyline — Business Process Automation hub in the United States
Hub 07
Boston
24 Business Process Automation companies
5% of the Business Process Automation companies across these hubs
24companies
$423Mdisclosed funding
2hiring now
Photo Wikipedia · Boston · CC BY-SA 4.0
Atlanta skyline — Business Process Automation hub in the United States
Hub 08
Atlanta
21 Business Process Automation companies
4% of the Business Process Automation companies across these hubs
21companies
$2.8Mdisclosed funding
Photo Wikipedia · Atlanta · CC BY-SA 4.0

The Business Process Automation market map of the United States: what these companies actually do

Breaks down product sub‑categories and revenue models, showing enterprise tech (1,303 firms) and subscription pricing (1,254 firms) as the most common.

  • Enterprise Tech1,303 companies · $16.6B raised · 106 hiring
  • Future of Work1,231 companies · $13.9B raised · 98 hiring
  • Enterprise Software1,212 companies · $16.1B raised · 99 hiring
  • SaaS1,111 companies · $14.1B raised · 89 hiring
  • Artificial Intelligence233 companies · $6.7B raised · 34 hiring
  • Deep Tech98 companies · $4.5B raised · 19 hiring
  • AI as a Service91 companies · $3.9B raised · 18 hiring
  • Enterprise Mobility76 companies · $2.2B raised · 12 hiring
  • Enterprise Content Management70 companies · $2.1B raised · 10 hiring
  • Enterprise Document Management58 companies · $1.9B raised · 8 hiring
  • Fintech51 companies · $3.5B raised · 7 hiring
  • Consumer Digital41 companies · $186.6M raised · 3 hiring

Monetization

How Business Process Automation 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.

Subscription1,254
Fee-For-Service95
Advertising25
E-Commerce - Service22
Commission on Transaction18
E-Commerce - Product9
Physical Commerce5
Licensing2

Funding, M&A and the deals moving Business Process Automation in the United States

Counts 631 corporate events over the past two years, including 144 key‑person moves, 121 earnings releases, and 99 funding rounds.

Leadership 144Earnings 121Funding 99Product 96M&A 88Announcement 31Contracts 19Capital 8Lawsuit 6Layoffs 5
  • M&AStrategic acquisition strengthens AI-first platform capabilities, expands global delivery, and accelerates the shift toward autonomous, agent‑driven enterprise operations qBotica, a leading provider of Agentic AI and Intelligent Automation-as-a-Service, announced that it has acquired Automatiga, a product-driven technology company advancing enterprise automation through its unified Agentic Automation Platform.2026-04-21
  • FundingA South Korean generative AI startup Upstage has secured $120 million in the first tranche of its Series C funding round.2026-04-15
  • M&ASmartShift by Mahindra announced today that it will merge its business with Resfeber Labs' Porter.2026-04-15
  • FundingUniphore leads with nearly $985 million in total funding and a $2.5 billion valuation.2026-04-10
  • FundingLuminai, an AI-native automation platform tailored for the healthcare sector, has secured $38 million in a Series B funding round to scale its operations.2026-04-09
  • M&ASandgarden acquires Layer2026-04-06
  • M&AOptions Technology, the leading provider of institutional-grade infrastructure, market data, and managed services for global financial services, today announced the successful completion of its acquisition of Crossvale, a US-headquartered leader in application and platform modernization.2026-03-31
  • M&ABow River Capital acquired a majority stake in TrackVia from Primus Capital Partners to accelerate growth in low‑code workflow automation.2026-03-31
  • FundingGroup booking specialist Lobby has raised $2.2 million in funding as it looks to expand beyond hospitality to other segments within travel.2026-03-25
  • FundingGumloop has raised a $50 million USD ($68 million CAD) Series B round to help enterprise employees automate their work.2026-03-12

Mergers and acquisitions

Deals from the last 24 months where a Business Process Automation 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.

AcquirerTargetDeal valueStatusDate
qboticaAutomatigaundisclosed2026-04-22
smartShiftporterundisclosedAnnounced2026-04-15
SandgardenLayerundisclosedAnnounced2026-04-06
options technologyCrossvaleundisclosedCompleted2026-03-31
Bow River CapitalTrackViaundisclosedAnnounced2026-03-31
servicenowMoveworks$2.9BCompleted2026-03-17

Who is listing, hiring leaders, launching and winning work

Details specific event types such as IPO filings, leadership changes, product launches, and contract wins for companies in the sector.

IPO pipeline
5 companies listed or filing · last 24 months
  • UiPathIPO · New York Stock Exchange · PATH · 2 reportsMar 2026
  • BoxIPO · 1 reportJan 2026
  • UpstageIPO · 1 reportNov 2025
  • AvidXchangeIPO · 1 reportMar 2025
  • EskerIPO · Paris Stock Exchange · 2 reportsMar 2025
Leadership moves
51 tracked people moves · last 12 months
  • TrackViaAylin Basom · Appointment → Chief Executive Officer, Board DirectorApr 2026
  • brightfinThomas Conway · Appointment → Chief Financial OfficerApr 2026
  • PipefyRodrigo Paiva · Appointment → Vice President of U.S. SalesApr 2026
  • UiPathRaghu Malpani · Appointment → Chief Product and Technology OfficerMar 2026
  • Unqork AiAsheet Mehta · Appointment → Series B DirectorMar 2026
  • Unqork AiJeremy Burton · Appointment → Board of DirectorsMar 2026
  • VerintDave Rhodes · Appointment → Chief Executive OfficerFeb 2026
  • UiPathArjun Laxminarasu · Appointment → Head of Marketing for India and South East AsiaFeb 2026
Product launches
tracked launches · last 12 months
  • Aleyant SystemsPressero 360Apr 2026
  • UiPathLoan Origination solutionMar 2026
  • UiPathFinancial Crime Compliance solutionMar 2026
  • KoreAgent Management Platform (AMP) (AI governance platform)Mar 2026
  • NintexNintex Agent Designer (Business Automation)Mar 2026
  • NintexNintex Orchestration (Business Automation)Mar 2026
  • VerintVerint AI Bots for Calabrio Customers (AI Automation)Mar 2026
  • EskerEsker Quote Request (Tail Spend Solution)Mar 2026
Contract wins
18 customer wins · last 24 months
  • UiPathwon coronis healthFeb 2026
  • UiPathwon sumitomo mitsui trust bankFeb 2026
  • Aleyant Systemswon TechNova Imaging SystemsNov 2025
  • Eskerwon lufthansa group business servicesSep 2025
  • CloudMoyowon ExpeditorsAug 2025
  • Verintwon healthcare providerJun 2025
Workforce actions
6 companies cutting roles · last 24 months
  • Verint~5% of workforce reported · cost reductionMar 2026
  • Airtable~254 roles reported · cost reductionAug 2025
  • Kissflow~50 roles reported · performance reviewsDec 2024
  • airSlatescale undisclosed · restructuringOct 2024
  • ABBYYscale undisclosed · reorganizationOct 2024
  • Pegasystems~240 roles reported · role consolidation in sales and customer supportSep 2024
Earnings pulse
companies reporting results · last 24 months
10 companies reporting150 company-quarters trackedbeat 63miss 9in line 3

Half of these companies grew revenue faster than +13.0%, half slower.

Who is building Business Process Automation in the United States

Profiles 969 founders and CEOs across 618 firms, noting Stanford (32 alumni) and Google (25 former employees) as the most frequent alma mater and prior employer.

Founders and chief executives12 of 969, from the best-funded companies on this page
Daniel Dines
Co-Founder & CEO
Daniel Dines

Operator - s16vc. University of Bucharest Master of Science 1997

Aaron Levie
Co-Founder & CEO
Aaron Levie
repeat founder

Advisor - Sierra Ventures

Howie Liu
Co-Founder & CEO
Howie Liu
repeat founder

Duke University ME 2009

Mihir Shukla
CEO
Mihir Shukla

Automation Anywhere, ex-E2open, ex-Omnisky, The Maharaja Sayajirao University of Baroda, 1970

Ravi Saraogi
Co-Founder & COO
Ravi Saraogi

Ex-TeNet · Jaypee University of Information Technology BE 2007

Neehar Giri
Co-Founder
Neehar Giri

Ex- Nextance, Clarify, Apple, Advent Computer Services.

Alan Trefler
Founder & CEO
Alan Trefler

Ex-TMI Systems, Casher Associates. Dartmouth College BS 1997

Andrew Joiner
CEO
Andrew Joiner

Ex- InMoment. Vanderbilt University Bachelor of Science, Psychology (Pre-Medicine) 1995, Harvard Business School GMP 2010

Vijay Tella
Co-founder and CEO
Vijay Tella

Workato, ex-Skype, ex-Qik, UCLA

Adam Famularo
CEO
Adam Famularo

Ex-Lucidworks, DQLabs, Inc., First Due Size-Up. Harvard Business School GMP, General Management Program 2007, Dowling College MBA 2001

Waseem Alshikh
Co-founder and CTO
Waseem Alshikh

Ex-Qordoba, iMENA, Danat eVentures · Beirut Arab University 2007

Vaibhav Nivargi
Co-Founder & CTO
Vaibhav Nivargi

Ex-Founder ClearStory Data, Aster Data, CalSoft · Pune Institute of Computer Technology BE 2003, Stanford University MS 2007

Where the founders studied
alma mater on record for 235 of 969 founders
Stanford University32
Harvard University20
IIT Delhi18
University of California (Berkeley)16
Carnegie Mellon University15
Duke University13
Harvard Business School13
Cornell University11
Where they worked before
a previous employer on record for 84 of 969 founders
Google25
Microsoft22
Uber7
McKinsey6
Amazon6
Cisco5
Paypal3
Goldman Sachs3
Founders flagged as repeat founders
of 846 founders with a profile on this page
7
carry a repeat-founder flag
  • flagged as repeat founders7
  • no repeat-founder flag839
Women and men among the founders
first names matched for 863 of 969 founders
9%
of matched founders are women
  • women75
  • men788
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 106 founders go in neither column.
Radar

Look up the people behind Business Process Automation companies in the United States

Search founders, executives and operators by company, role and location.

Who funds Business Process Automation in the United States

Records 655 funding rounds since 2016 from 1,152 investors, with an average round size of $6.5 million.

Investor · most active investors since 2016RoundsLedLatest
Y Combinator7021Apr 2026
Accel159May 2026
Insight Partners139Aug 2025
Kleiner Perkins134Oct 2024
Coatue116Oct 2024
First Round Capital113Mar 2026
Salesforce Ventures104Nov 2024
Bessemer Venture Partners104May 2026
Khosla Ventures103Nov 2025
SV Angel102Oct 2025
Stage mix · rounds since 2016
Seed & Angel301
Series A–B242
Series C+ / PE67
Grants, debt & other45

The typical round is $6.5M — half were bigger, half smaller.

The biggest Business Process Automation funding rounds in the United States

Highlights the largest disclosed round—UiPath’s $750 million Series F—and lists ten other large recent funding events.

CompanyRoundSizeWhenBackers
UiPathSeries Fmega-round$750MFeb 2021Alkeon Capital Management, Coatue, Altimeter Capital +5 more
AirtableSeries Fmega-round$735MDec 2021Franklin Templeton Investments, MSD Capital, Coatue +8 more
UiPathSeries Dmega-round$568MApr 2019Coatue, Dragoneer Investment Group, Accel +6 more
UniphoreSeries Emega-round$400MJan 2022New Enterprise Associates, March Capital, GoldenArc Capital +4 more
AdeptSeries Bmega-round$350MMar 2023General Catalyst, Spark Capital, Greylock Partners +10 more
Automation AnywhereSeries Amega-round$300MNov 2018SoftBank Vision Fund
AvidXchangeSeries Fmega-round$300MJun 2017Mastercard, Peter Thiel, CDPQ +1 more
Automation AnywhereSeries Bmega-round$290MNov 2019Goldman Sachs, SoftBank Vision Fund, Salesforce Ventures
AirtableSeries Emega-round$270MMar 2021Caffeinated Capital, WndrCo, CRV +2 more
UniphoreSeries Fmega-round$260MOct 2025Nvidia, Snowflake, Databricks +6 more
Venture round sizes · 2023–2025
<$1M48
$1–10M73
$10–50M72
$50–250M13
>$250M2

208 venture rounds with a disclosed amount in the window.

Fresh cheques · last 6 months

What the news says about Business Process Automation in the United States

Aggregates 2,275,023 news articles from the last year, with coverage focusing on administrative entities, geopolitical disputes, and international relations.

News volume
Business Process Automation coverage across United States · articles per quarter
2021Q2: 480,2402021Q3: 501,7842021Q4: 476,6802022Q1: 521,8292022Q2: 512,2262022Q3: 525,0462022Q4: 586,1832023Q1: 619,6002023Q2: 623,4152023Q3: 559,6022023Q4: 521,3732024Q1: 546,2622024Q2: 529,8672024Q3: 519,7832024Q4: 551,8302025Q1: 830,5422025Q2: 570,8332025Q3: 1,316,4392025Q4: 304,1942026Q1: 428,2452026Q2: 226,145
2021Q22026Q2
peak 1,316,439 in 2025Q3 · 2,275,023 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 21% → 25%, negative 19% → 28% across 2021–2025.

What the coverage is about

The subjects that dominate Business Process Automation news in United States. The arrow shows whether each one is being written about more or less than a year ago.

  • Administrative and political subdivisions4,337,238▲+17%
  • Geopolitical disputes and contested areas320,419▲+30%
  • International and transnational geographic entities320,259▲+30%
  • International political relations198,597→+4%
  • Security and defense policies140,413▲+20%
  • International relations and diplomacy90,463→-8%
  • Geographic naming conventions and etymology81,731▲+384%
  • Trade policies and agreements75,490▼-26%
  • Human rights advocacy reports69,839▼-26%
  • Cryptocurrency impact on forex markets56,738→+2%
Most-covered companies · last 12 months

86 Business Process Automation companies here were named in the news over this period.

Prism

Watch Business Process Automation coverage in United States as it happens

Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.

Momentum

The words getting louder — and quieter

Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.

countries+100%etf trading+138%oil price volatility+132%stablecoin fx impact+51%etfs+141%sector etfs+140%etf products+154%etf structures+146%startup news+175%export sanctions+176%
tariff negotiations-40%free trade deals-37%economic slowdown-39%stock price-36%trade enforcement-38%

The pressures the press keeps returning to

Three recurring angles in United States Business Process Automation coverage, and whether each is getting more attention year on year (through 2025).

Regulatory Risk ▲ rising
1,690,268 articles touch this dimension · 41.8% critical tone
20212025
signals: territories, disputed islands, tariff negotiations
Funding Momentum ▲ rising
292,609 articles touch this dimension · 45.4% critical tone
20212025
signals: investment deal, inflation reports fx, currency intervention policies
Growth ▲ rising
450,635 articles touch this dimension · 36.2% critical tone
20212025
signals: earnings report, quarterly results, stock performance

Business Process Automation jobs in the United States: who is hiring and what they ask for

Lists 3,206 job postings from 181 employers in the past year, emphasizing skills like Python and AI, and a median advertised salary of $109 k per year.

3,206postings · last 12 months
5,655postings tracked overall
181employers advertising
$109kmedian advertised salary/yr (n=328)

Demand

The Skills Employers Ask For

What Business Process Automation 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.

  • python230
  • react140
  • aws130
  • typescript127
  • ai112
  • salesforce104
  • gcp100
  • kubernetes90
  • azure87
  • sql80
What level are these roles?
Entry60
Intern50
Senior534
Lead170
Manager933
What they pay, by level
  • Manager$130k/yr (n=60)
  • Senior$140k/yr (n=32)
Most advertised titles
  • Ft Customer Support Representative - Work From Home38
  • Automation Program Advisor - Public Sector / Dod37
  • Customer Success Manager34
  • Rpa Developer32
  • Junior Customer Support Specialist | Remote | Ai Saas Support32
  • Senior Sales Engineer - Ai/Ml22

12 Business Process Automation-relevant internships in India were advertised over the same 12 months.

What Business Process Automation research in the United States is working on

Counts 6,649 U.S.‑affiliated academic papers, of which 5,097 identify opportunities, 593 note common problems, and 135 issue cautions.

How this field talks about itself
United States-affiliated Business Process Automation papers (gold) against all published research (grey)
Breakthrough47.4% · 26.2%1.8×
Promising29.3% · 37.2%0.8×
Descriptive10.0% · 17.3%0.6×
Problem-identifying8.2% · 9.7%0.8×
Comparative2.4% · 4.2%0.6×
Cautionary2.0% · 4.6%0.4×

United States-affiliated Business Process Automation literature runs 1.8× more “breakthrough” than science at large (47.4% vs 26.2% baseline).

How the work is done
Methods-led68.0%
Empirical14.8%
Reviews12.0%
Position pieces4.1%
Theoretical1.1%
How the research reads

98% positive · 1% neutral · 1% negative, across 6,649 papers.

The institutions doing the work · United States
  • Massachusetts Institute of Technology41k
  • Carnegie Mellon University37k
  • University of California, Berkeley19k
  • Harvard University19k
  • Stanford University16k
  • Georgia Institute of Technology14k

ranked by how often their work is cited

Leading researchers · United States-affiliated work

Andreas Geiger · P Lenz · R. Urtasun · Raquel Urtasun · Philip Lenz · Christoph Stiller · Emilio Frazzoli · Fuzhen Zhuang

The most-cited breakthroughs
  • Are we ready for autonomous driving? The KITTI vision benchmark suite · 14k cites
  • Vision meets robotics: The KITTI dataset · 9k cites
  • Domain randomization for transferring deep neural networks from simulation to the real world · 3k cites
  • Multigait soft robot · 2k cites
  • The Open Motion Planning Library · 2k cites
Common problems researchers identify540 papers · 7 recurring themes
Robotics / Robot — Common problems researchers identify
Problems · theme 01
Robotics / Robot
135 papers · 25.0% of this block
2022: 182 of every 10,000 papers on this subject2023: 188 of every 10,000 papers on this subject2024: 166 of every 10,000 papers on this subject2025: 262 of every 10,000 papers on this subject2022: 182 of every 10,000 papers on this subject2023: 188 of every 10,000 papers on this subject2024: 166 of every 10,000 papers on this subject2025: 262 of every 10,000 papers on this subject▲ +44% share2022→2025 share of research on this subject
Robotics · Robot · Automation · Software deployment
“Foundation models in robotics: Applications, challenges, and the future”
135 of these papers raise it as a problem
Human–Robot Interaction / Human–Computer Interaction — Common problems researchers identify
Problems · theme 02
Human–Robot Interaction / Human–Computer Interaction
113 papers · 20.9% of this block
2022: 436 of every 10,000 papers on this subject2023: 466 of every 10,000 papers on this subject2024: 531 of every 10,000 papers on this subject2025: 211 of every 10,000 papers on this subject2022: 436 of every 10,000 papers on this subject2023: 466 of every 10,000 papers on this subject2024: 531 of every 10,000 papers on this subject2025: 211 of every 10,000 papers on this subject▼ -52% share2022→2025 share of research on this subject
Human–robot interaction · Human–computer interaction · Robot · Robotics
“On the use of simulation in robotics: Opportunities, challenges, and suggestions for moving forward”
113 of these papers raise it as a problem
Reinforcement Learning / Transfer Of Learning — Common problems researchers identify
Problems · theme 03
Reinforcement Learning / Transfer Of Learning
75 papers · 13.9% of this block
2022: 264 of every 10,000 papers on this subject2023: 269 of every 10,000 papers on this subject2024: 181 of every 10,000 papers on this subject2025: 290 of every 10,000 papers on this subject2022: 264 of every 10,000 papers on this subject2023: 269 of every 10,000 papers on this subject2024: 181 of every 10,000 papers on this subject2025: 290 of every 10,000 papers on this subject▲ +10% share2022→2025 share of research on this subject
Reinforcement learning · Transfer of learning · Robot learning · Robotics
“Recent Advances in Robot Learning from Demonstration”
75 of these papers raise it as a problem
Robotic Surgery / Robotics — Common problems researchers identify
Problems · theme 04
Robotic Surgery / Robotics
74 papers · 13.7% of this block
2022: 194 of every 10,000 papers on this subject2023: 187 of every 10,000 papers on this subject2024: 195 of every 10,000 papers on this subject2025: 206 of every 10,000 papers on this subject2022: 194 of every 10,000 papers on this subject2023: 187 of every 10,000 papers on this subject2024: 195 of every 10,000 papers on this subject2025: 206 of every 10,000 papers on this subject▲ +7% share2022→2025 share of research on this subject
Robotic surgery · Robotics · Health care · MEDLINE
“A Survey of Robots in Healthcare”
74 of these papers raise it as a problem
Applications Of Artificial Intelligence / Automation — Common problems researchers identify
Problems · theme 05
Applications Of Artificial Intelligence / Automation
72 papers · 13.3% of this block
2022: 142 of every 10,000 papers on this subject2023: 146 of every 10,000 papers on this subject2024: 149 of every 10,000 papers on this subject2025: 203 of every 10,000 papers on this subject2022: 142 of every 10,000 papers on this subject2023: 146 of every 10,000 papers on this subject2024: 149 of every 10,000 papers on this subject2025: 203 of every 10,000 papers on this subject▲ +43% share2022→2025 share of research on this subject
Applications of artificial intelligence · Automation · Robotics · Domain
“Artificial intelligence-enabled healthcare delivery”
72 of these papers raise it as a problem
Motion Planning / Path — Common problems researchers identify
Problems · theme 06
Motion Planning / Path
39 papers · 7.2% of this block
2022: 294 of every 10,000 papers on this subject2023: 296 of every 10,000 papers on this subject2024: 267 of every 10,000 papers on this subject2025: 321 of every 10,000 papers on this subject2022: 294 of every 10,000 papers on this subject2023: 296 of every 10,000 papers on this subject2024: 267 of every 10,000 papers on this subject2025: 321 of every 10,000 papers on this subject▲ +9% share2022→2025 share of research on this subject
Motion planning · Path · Trajectory · Motion
“Prioritized Planning Algorithms for Trajectory Coordination of Multiple Mobile Robots”
39 of these papers raise it as a problem
Soft Robotics / Robotics — Common problems researchers identify
Problems · theme 07
Soft Robotics / Robotics
32 papers · 5.9% of this block
2022: 50 of every 10,000 papers on this subject2023: 50 of every 10,000 papers on this subject2024: 56 of every 10,000 papers on this subject2025: 39 of every 10,000 papers on this subject2022: 50 of every 10,000 papers on this subject2023: 50 of every 10,000 papers on this subject2024: 56 of every 10,000 papers on this subject2025: 39 of every 10,000 papers on this subject▼ -21% share2022→2025 share of research on this subject
Soft robotics · Robotics · Soft materials · Robot
“Soft‐Matter Engineering for Soft Robotics”
32 of these papers raise it as a problem
Cautions125 papers · 4 recurring themes
Robot / Robotics — Cautions
Cautions · theme 01
Robot / Robotics
50 papers · 40.0% of this block
2022: 2,514 of every 10,000 papers on this subject2023: 2,524 of every 10,000 papers on this subject2024: 2,712 of every 10,000 papers on this subject2025: 2,708 of every 10,000 papers on this subject2022: 2,514 of every 10,000 papers on this subject2023: 2,524 of every 10,000 papers on this subject2024: 2,712 of every 10,000 papers on this subject2025: 2,708 of every 10,000 papers on this subject▲ +8% share2022→2025 share of research on this subject
Robot · Robotics · Human–robot interaction · Perception
“Supervisory Control of Multiple Robots”
50 of these papers raise it as a problem
Health Care / Robotics — Cautions
Cautions · theme 02
Health Care / Robotics
28 papers · 22.4% of this block
2022: 153 of every 10,000 papers on this subject2023: 162 of every 10,000 papers on this subject2024: 179 of every 10,000 papers on this subject2025: 190 of every 10,000 papers on this subject2022: 153 of every 10,000 papers on this subject2023: 162 of every 10,000 papers on this subject2024: 179 of every 10,000 papers on this subject2025: 190 of every 10,000 papers on this subject▲ +24% share2022→2025 share of research on this subject
Health care · Robotics · Robot · Transformative learning
“Compassionate Care with Autonomous Humanoid Robots in Future Healthcare Delivery: A Multisensory Simulation of Next-Generation Models”
28 of these papers raise it as a problem
Robotic Surgery / Robotics — Cautions
Cautions · theme 03
Robotic Surgery / Robotics
26 papers · 20.8% of this block
2022: 148 of every 10,000 papers on this subject2023: 139 of every 10,000 papers on this subject2024: 146 of every 10,000 papers on this subject2025: 89 of every 10,000 papers on this subject2022: 148 of every 10,000 papers on this subject2023: 139 of every 10,000 papers on this subject2024: 146 of every 10,000 papers on this subject2025: 89 of every 10,000 papers on this subject▼ -40% share2022→2025 share of research on this subject
Robotic surgery · Robotics · Haptic technology · Surgery
“The use of robotics in surgery: a review”
26 of these papers raise it as a problem
Motion Planning / Mobile Robot — Cautions
Cautions · theme 04
Motion Planning / Mobile Robot
21 papers · 16.8% of this block
2022: 526 of every 10,000 papers on this subject2023: 532 of every 10,000 papers on this subject2024: 529 of every 10,000 papers on this subject2025: 464 of every 10,000 papers on this subject2022: 526 of every 10,000 papers on this subject2023: 532 of every 10,000 papers on this subject2024: 529 of every 10,000 papers on this subject2025: 464 of every 10,000 papers on this subject▼ -12% share2022→2025 share of research on this subject
Motion planning · Mobile robot · Trajectory · Path
“Informed RRT*: Optimal sampling-based path planning focused via direct sampling of an admissible ellipsoidal heuristic”
21 of these papers raise it as a problem
Opportunities4,819 papers · 7 recurring themes
Robotics / Robot — Opportunities
Opportunities · theme 01
Robotics / Robot
1,061 papers · 22.0% of this block
2022: 436 of every 10,000 papers on this subject2023: 466 of every 10,000 papers on this subject2024: 531 of every 10,000 papers on this subject2025: 211 of every 10,000 papers on this subject2022: 436 of every 10,000 papers on this subject2023: 466 of every 10,000 papers on this subject2024: 531 of every 10,000 papers on this subject2025: 211 of every 10,000 papers on this subject▼ -52% share2022→2025 share of research on this subject
Robotics · Robot · Human–robot interaction · Human–computer interaction
“A survey of communicating robot learning during human-robot interaction”
Pose / Object — Opportunities
Opportunities · theme 02
Pose / Object
868 papers · 18.0% of this block
2022: 107 of every 10,000 papers on this subject2023: 110 of every 10,000 papers on this subject2024: 62 of every 10,000 papers on this subject2025: 78 of every 10,000 papers on this subject2022: 107 of every 10,000 papers on this subject2023: 110 of every 10,000 papers on this subject2024: 62 of every 10,000 papers on this subject2025: 78 of every 10,000 papers on this subject▼ -27% share2022→2025 share of research on this subject
Pose · Object · Robotics · Object detection
“Vision-Language Artificial Intelligence for Robotic-Based Monitoring: Concrete Defect Detection, Classification, and Localization in Two-Dim”
Control Theory / Robot — Opportunities
Opportunities · theme 03
Control Theory / Robot
677 papers · 14.0% of this block
2022: 201 of every 10,000 papers on this subject2023: 193 of every 10,000 papers on this subject2024: 144 of every 10,000 papers on this subject2025: 211 of every 10,000 papers on this subject2022: 201 of every 10,000 papers on this subject2023: 193 of every 10,000 papers on this subject2024: 144 of every 10,000 papers on this subject2025: 211 of every 10,000 papers on this subject▲ +5% share2022→2025 share of research on this subject
Control theory · Robot · Humanoid robot · Trajectory
“Multi-robot formation control and object transport in dynamic environments via constrained optimization”
Path / Motion Planning — Opportunities
Opportunities · theme 04
Path / Motion Planning
626 papers · 13.0% of this block
2022: 294 of every 10,000 papers on this subject2023: 296 of every 10,000 papers on this subject2024: 267 of every 10,000 papers on this subject2025: 321 of every 10,000 papers on this subject2022: 294 of every 10,000 papers on this subject2023: 296 of every 10,000 papers on this subject2024: 267 of every 10,000 papers on this subject2025: 321 of every 10,000 papers on this subject▲ +9% share2022→2025 share of research on this subject
Path · Motion planning · Trajectory · Obstacle
“Sampling-Based Path Planning for UAV Collision Avoidance”
Soft Robotics / Actuator — Opportunities
Opportunities · theme 05
Soft Robotics / Actuator
600 papers · 12.5% of this block
2022: 297 of every 10,000 papers on this subject2023: 279 of every 10,000 papers on this subject2024: 257 of every 10,000 papers on this subject2025: 198 of every 10,000 papers on this subject2022: 297 of every 10,000 papers on this subject2023: 279 of every 10,000 papers on this subject2024: 257 of every 10,000 papers on this subject2025: 198 of every 10,000 papers on this subject▼ -33% share2022→2025 share of research on this subject
Soft robotics · Actuator · Robotics · Robot
“Soft Robotics”
Motion Planning / Motion — Opportunities
Opportunities · theme 06
Motion Planning / Motion
587 papers · 12.2% of this block
2022: 164 of every 10,000 papers on this subject2023: 174 of every 10,000 papers on this subject2024: 188 of every 10,000 papers on this subject2025: 193 of every 10,000 papers on this subject2022: 164 of every 10,000 papers on this subject2023: 174 of every 10,000 papers on this subject2024: 188 of every 10,000 papers on this subject2025: 193 of every 10,000 papers on this subject▲ +17% share2022→2025 share of research on this subject
Motion planning · Motion · Robot · Path
“Robot Motion Planning in Learned Latent Spaces”
Reinforcement Learning / Robot — Opportunities
Opportunities · theme 07
Reinforcement Learning / Robot
400 papers · 8.3% of this block
2022: 321 of every 10,000 papers on this subject2023: 337 of every 10,000 papers on this subject2024: 301 of every 10,000 papers on this subject2025: 403 of every 10,000 papers on this subject2022: 321 of every 10,000 papers on this subject2023: 337 of every 10,000 papers on this subject2024: 301 of every 10,000 papers on this subject2025: 403 of every 10,000 papers on this subject▲ +25% share2022→2025 share of research on this subject
Reinforcement learning · Robot · Robot learning · Motion planning
“Reinforcement learning for versatile, dynamic, and robust bipedal locomotion control”

Which of these themes are growing fastest

Tracks how the share of world research on the topic shifts across different themes from 2022 to 2025.

Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Robotics / Robot▲+44%
Applications Of Artificial Intelligence / Automation▲+43%
Reinforcement Learning / Transfer Of Learning▲+10%
Motion Planning / Path▲+9%
Robotic Surgery / Robotics▲+7%
Soft Robotics / Robotics▼-21%
Human–Robot Interaction / Human–Computer Interaction▼-52%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Health Care / Robotics▲+24%
Robot / Robotics▲+8%
Motion Planning / Mobile Robot▼-12%
Robotic Surgery / Robotics▼-40%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Reinforcement Learning / Robot▲+25%
Motion Planning / Motion▲+17%
Path / Motion Planning▲+9%
Control Theory / Robot▲+5%
Pose / Object▼-27%
Soft Robotics / Actuator▼-33%
Robotics / Robot▼-52%

Who files Business Process Automation patents in the United States

Reports 77,983 patent filings between 2016‑2025 from roughly 8,000 organizations, with Rockwell Automation, Boeing, and Fisher Rosemount Systems as top filers.

77,983 filings 2016–20258,000 assigneespeak 9,192 in 2023
Filing momentum
patents published / year
2016: 5,1312017: 6,0312018: 7,0332019: 7,8792020: 8,7702021: 8,9092022: 9,0272023: 9,1922024: 8,3112025: 7,700
20162025
Who files the most
  • Rockwell Automation TECH3,575
  • Boeing3,104
  • Fisher Rosemount Systems2,996
  • Intuitive Surgical Operations2,264
  • Applied Materials2,087
  • GEN Electric2,005
  • Honeywell INT1,921
  • IBM1,324
Prism

Go deeper on Business Process Automation research and innovation

Research themes, patent activity and the companies commercialising them, in one place.

Keep going

Track Business Process Automation in the United States beyond this page

Radar finds and filters the companies. Prism watches what is being said about them.

About this data: built from Fliar's company, founder, funding, hiring, jobs, news, research and patent trackers, covering the United States. Counts are of companies we track, not of every company that exists. Updated August 2026.
Coming soon