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Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE THE UNITED STATES EDITION 2026

the United States’s
business process automation industry,
in focus.

The companies, capital and talent shaping business process automation in the United States. Find the leaders. Understand the segments. See where the activity is.

Explore in Radar Read the key signals
Snapshot: Funding in USD
Illustrated cover for Business Process Automation Industry Landscape of the United States
US
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Business Process Automation illustration
Companies tracked 1,387Business Process Automation ecosystem in the United States Disclosed funding $18.63B323 companies · all recorded rounds Companies hiring 109With open roles at the snapshot Tracked open roles 31710 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore the United States’s business process automation leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Explore the full landscape
Business Process Automation company highlights in the United States, snapshot 30 August 2026
Company
UiPathuipath.com$1.96B9 roles567Financial figure available in RadarView in Radar
Boxbox.com$1.51B—1,692$1.09BFYFY2025 filing
Airtableairtable.com$1.35B—548—
AvidXchangeavidxchange.com$1.18B—1,714$438.94MFYFY2024 filing
Automation Anywhereautomationanywhere.com$1.04B10 roles625—
Uniphoreuniphore.com$977.66M10 roles355Financial figure available in RadarView in Radar
Apttusapttus.com$549.25M—680—
Pegasystemspega.com$525M12 roles5,406$1.75BFYFY2025 filing
Workatoworkato.com—9 roles325—
Congaconga.com—8 roles266—
Targatarga.ai—8 roles——
WRITERwriter.com—8 roles100—
Appianappian.com——3,647$726.94MFYFY2025 filing
CloudFabrixcloudfabrix.com——80Financial figure available in RadarView in Radar
Creatiocreatio.com——700—
Dropletdroplet.io——68—
Evonsysevonsys.com——164Financial figure available in RadarView in Radar
Informed K12informedk12.com——64—
Korekore.ai——201—
MicroPactmicropact.com——7,271—
MindStudiomindstudio.ai————
StraVisostraviso.com——120Financial figure available in RadarView in Radar
Versapayversapay.com——360—
Zapierzapier.com——800—
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only
THE KEY SIGNALS

Business Process Automation industry KPIs in the United States

A few useful ratios bring the size of this ecosystem into perspective.

30 August 2026
Hiring participation7.9%

109 of 1,387 tracked companies have open roles.

Funding participation26.3%

365 of 1,387 tracked companies have a recorded round.

Top 3 funding share25.9%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$6.5M

Midpoint of 549 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 25.9% of disclosed capital, while 73.7% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How the United States business process automation has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

the United States business process automation
$0$1.24B$2.48B$3.73B$4.97B2016: $361.85M20162017: $630.84M20172018: $1.48B20182019: $1.71B20192020: $1.96B20202021: $4.36B20212022: $1.2B20222023: $879.22M20232024: $1.38B20242025: $1.53B2025
View the numbers
Annual business process automation funding and company formation in the United States
YearFunding (USD)FoundedRaising
2016$361.85M5017
2017$630.84M7326
2018$1.48B9233
2019$1.71B8232
2020$1.96B9446
2021$4.36B7351
2022$1.2B5938
2023$879.22M12147
2024$1.38B14664
2025$1.53B12387
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • UiPath10.5%
  • Box8.1%
  • Airtable7.3%
  • Other companies74.1%

Funding by stage

655 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel301 46.0%
Series A–B242 36.9%
Series C+ / PE67 10.2%
Grants, debt & other45 6.9%

Recent recorded rounds

Latest recorded rounds · USD
8 rounds

Swipe or scroll horizontally to browse.

Series B05/2026
Unframe AI $50M

Backed by Highland Europe and Bessemer Venture Partners and others.

Series A05/2026
CopilotKit $27M

Backed by Glilot Capital Partners and NFX and others.

Seed05/2026
Coworked $1.8M

Backed by Open Opportunity Fund and Two Ravens and others.

Series C04/2026
Upstage $122M

Backed by Sazze and Premier Partners and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series F02/2021
UiPathuipath.com$750M

Backed by Alkeon Capital Management and Coatue and others.

Series D04/2019
UiPathuipath.com$568M

Backed by Coatue and Dragoneer Investment Group and others.

Series B03/2023
Adeptadept.ai$350M

Backed by General Catalyst and Spark Capital and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
USD · millions · consolidated

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2025 · company accounts; aggregate reporting threshold not met · 4 reporting entities from 6 eligible matches.

Revenue in covered accounts—

Sum of reporting-entity revenue; not the United States market sales.

Net profit / loss—

Combined result for the same cohort.

Aggregate net margin—

Combined net income ÷ combined revenue.

Median company revenue—

The middle covered reporting entity.

Profitable entities—

None of 4 covered entities.

Top-five concentration—

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2025 · 4 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

4 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
THE UNITED STATES · INDUSTRY COHORTS

How does business process automation compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the the United States companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

29 of the 1,387 companies on this page carry a measured traffic record (2.1%); these are the largest of those, by monthly visits. The median among them is 199,278 visits.

CompanyMonthly visitsAuthorityMobile
Boxbox.com44,200,7547114.1%
Airtableairtable.com30,329,1805918.7%
Pegasystemspega.com1,659,8325082.7%
Pipefypipefy.com1,596,4224824.3%
JustFOIAjustfoia.com1,419,6643823.6%
Creatiocreatio.com1,182,4224818.2%
Taskadetaskade.com685,4774026.5%
Gumloopgumloop.com577,6435127.5%
MicroPactmicropact.com540,1723845.7%
ABBYYabbyy.com327,2114618%

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

82 of these companies (5.9%) publish at least one Android app — 124 apps in all, carrying 29.6M installs between them.

AppInstallsRatingStore category
BoxBox23.6M4.4Business
Taskade - One Prompt. One App.Taskade2M4Productivity
AirtableAirtable1.5M4.4Productivity
Leena AILeena AI584.4K3.8Business
WooqerWooqer431.5K4.5Business
Nimbus Note - Useful notepadNimbusWeb257.5K3.7Productivity
Verint WorkViewVerint195.7K3.5Productivity
Pipefy - Workflow & ProcessesPipefy158.4K3.5Productivity
ProcessMakerProcessMaker106.8K4.3Business
AppianAppian100.9K2.9Business

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Business Process Management Software10028.7MBox 23.6M
Digital Transaction Management4526.8MTaskade - One Prompt. One App. 2M
Enterprise Collaboration1226.6MLeena AI 584.4K
Enterprise Information Management1523.8MAppMaster Developer 48.6K
Product Management Tools33.6MAirtable 1.5M
Robotic Process Automation433.2MVerint WorkView 195.7K
Artificial Intelligence153MNimbus Note - Useful notepad 257.5K
Agentic Ai92.7MNinja AI: Chat, Code & Create 81.6K

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2023Q2: 12023Q2: 42023Q22023Q3: 62023Q3: 02023Q32023Q4: 12023Q4: 12023Q42024Q1: 22024Q1: 22024Q12024Q2: 12024Q2: 12024Q22024Q3: 52024Q3: 102024Q32024Q4: 32024Q4: 62024Q42025Q1: 52025Q1: 22025Q12025Q2: 52025Q2: 22025Q22025Q3: 62025Q3: 152025Q32025Q4: 22025Q4: 122025Q42026Q1: 22026Q1: 162026Q1

Darker bars are new releases, lighter bars apps updated. 114 of 124 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The the United States business process automation market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech1,303
Future of work1,231
Enterprise software1,212
Saas1,111
Artificial intelligence233
Deep tech98
Ai as a service91
Enterprise mobility76
Enterprise content management70
Enterprise document management58
Fintech51
Consumer digital41

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

1303companies
8.1%have hiring activity

106 companies hiring · $16.59B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Subscription1,254
Fee-for-service95
Advertising25
E-commerce - service22
Commission on transaction18
E-commerce - product9
Physical commerce5
Licensing2
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Mergers & acquisitionsautomatiga.com ↗

Strategic 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.

Funding roundsupstage.ai ↗

A South Korean generative AI startup Upstage has secured $120 million in the first tranche of its Series C funding round.

Mergers & acquisitionssmartshift.com ↗

SmartShift by Mahindra announced today that it will merge its business with Resfeber Labs' Porter.

Funding roundsuniphore.com ↗

Uniphore leads with nearly $985 million in total funding and a $2.5 billion valuation.

Funding roundsluminai.com ↗

Luminai, an AI-native automation platform tailored for the healthcare sector, has secured $38 million in a Series B funding round to scale its operations.

Mergers & acquisitionslayer.com ↗

Sandgarden acquires Layer

Mergers & acquisitionscrossvale.com ↗

Options 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.

Mergers & acquisitionstrackvia.com ↗

Bow River Capital acquired a majority stake in TrackVia from Primus Capital Partners to accelerate growth in low‑code workflow automation.

Funding roundslobby.so ↗

Group booking specialist Lobby has raised $2.2 million in funding as it looks to expand beyond hospitality to other segments within travel.

Funding roundsgumloop.com ↗

Gumloop has raised a $50 million USD ($68 million CAD) Series B round to help enterprise employees automate their work.

Full recorded event mix

Top 10 categories among 631 recorded events in the 24-month window.

Leadership moves
144
Earnings
121
Funding rounds
99
New products
96
Mergers & acquisitions
88
Company announcements
31
Contracts
19
Capital infusions
8
Lawsuit
6
Layoffs
5
6 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

5 companies with recorded IPO activity

UiPath ↗

IPO · New York Stock Exchange2 reports

Box ↗

IPO1 reports

Upstage ↗

IPO1 reports

AvidXchange ↗

IPO1 reports

Esker ↗

IPO · Paris Stock Exchange2 reports

Leadership moves

51 tracked people moves

TrackVia ↗
Aylin Basom

Appointment Chief Executive Officer, Board Director

brightfin ↗
Thomas Conway

Appointment Chief Financial Officer

Pipefy ↗
Rodrigo Paiva

Appointment Vice President of U.S. Sales

UiPath ↗
Raghu Malpani

Appointment Chief Product and Technology Officer

Unqork Ai ↗
Asheet Mehta

Appointment Series B Director

Unqork Ai ↗
Jeremy Burton

Appointment Board of Directors

Verint ↗
Dave Rhodes

Appointment Chief Executive Officer

UiPath ↗
Arjun Laxminarasu

Appointment Head of Marketing for India and South East Asia

Product launches

Products, platforms and features in the recorded window

Pressero 360

Product

UiPath ↗
Loan Origination solution

Product

UiPath ↗
Financial Crime Compliance solution

Product

Kore ↗
Agent Management Platform (AMP)

AI governance platform

Nintex ↗
Nintex Agent Designer

Business Automation

Nintex ↗
Nintex Orchestration

Business Automation

Verint ↗
Verint AI Bots for Calabrio Customers

AI Automation

Esker ↗
Esker Quote Request

Tail Spend Solution

Contract wins

18 recorded customer wins

UiPath ↗

Customer: coronis healthHealthcare

UiPath ↗

Customer: sumitomo mitsui trust bankAutomation

Customer: TechNova Imaging SystemsGraphic Communication

Esker ↗

Customer: lufthansa group business servicesFinance

CloudMoyo ↗

Customer: ExpeditorsLogistics

Verint ↗

Customer: healthcare providerHealthcare

Workforce actions

6 companies with reported reductions

Verint ↗

5.0% rolescost reduction

Airtable ↗

254 rolescost reduction

Kissflow ↗

50 rolesperformance reviews

airSlate ↗

Scale not stated rolesrestructuring

ABBYY ↗

Scale not stated rolesreorganization

Pegasystems ↗

240 rolesrole consolidation in sales and customer support

Litigation

5 tracked suits

Company
cognizant, trizetto v atos

court-ordered payment disputeCivil · Verdict

Company
Halper Sadeh v verint systems

Potential violations of federal securities laws and/or breaches of fiduciary duties to shaSecurities Fraud ·

Earnings pulse

Reported company results in the recorded window.

10companies
150period observations
13.0%median reported growth

Median across 102 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
qbotica→Automatiga ↗2026-04-22Not stated in snapshot
smartShift→porterAnnounced2026-04-15Not stated in snapshot
Sandgarden→Layer ↗Announced2026-04-06Not stated in snapshot
options technology→Crossvale ↗Completed2026-03-31Not stated in snapshot
Bow River Capital→TrackVia ↗Announced2026-03-31Not stated in snapshot
servicenow→Moveworks ↗Completed2026-03-17$2.9B

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

3,206 postings in the preceding 12 months. The full 5,655-posting snapshot covers 181 employers.

Expand panel +

Most advertised job 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
1 internship postings

303 tracked postings mention remote work.

The seniority mix

1,747 postings specify a level.

unspecified
3,908
manager
933
senior
534
lead
170
entry
60
intern
50

Skills employers mention

Top skills across 5,655 tracked postings in the available jobs snapshot.

Python
230
React
140
Aws
130
Typescript
127
Ai
112
Salesforce
104
Gcp
100
Kubernetes
90
Azure
87
Sql
80
ADVERTISED PAY$109.1K/ year

Median across 328 postings with pay data, expressed in USD.

Salary by seniority

manager$130.0K/ year60 postings
senior$140.0K/ year32 postings

Advertised posting medians do not describe all employees or roles.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

969 founders and chief executives across 618 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

235 profiles with education records.

Stanford University
32
Harvard University
20
IIT Delhi
18
University of California (Berkeley)
16
Carnegie Mellon University
15
Duke University
13
Harvard Business School
13
Cornell University
11

Prior employers

84 profiles with prior-work records.

Google
25
Microsoft
22
Uber
7
McKinsey
6
Amazon
6
Cisco
5
Paypal
3
Goldman Sachs
3

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

2,275,023 articles in the measured 12-month window.

Expand panel +
2,275,023articles in the measured year
226,145articles in 2026Q2
24.8%positive tone in the latest complete year

News volume trends

Business Process Automation coverage across United States · articles per complete quarter

0378,476756,9521,135,4291,513,9052021Q2: 480,2402021Q22021Q3: 501,7842021Q4: 476,6802022Q1: 521,8292022Q2: 512,2262022Q22022Q3: 525,0462022Q4: 586,1832023Q1: 619,6002023Q2: 623,4152023Q22023Q3: 559,6022023Q4: 521,3732024Q1: 546,2622024Q2: 529,8672024Q22024Q3: 519,7832024Q4: 551,8302025Q1: 830,5422025Q2: 570,8332025Q22025Q3: 1,316,4392025Q4: 304,1942026Q1: 428,2452026Q2: 226,1452026Q2
View quarterly article counts
QuarterArticles
2021Q2480,240
2021Q3501,784
2021Q4476,680
2022Q1521,829
2022Q2512,226
2022Q3525,046
2022Q4586,183
2023Q1619,600
2023Q2623,415
2023Q3559,602
2023Q4521,373
2024Q1546,262
2024Q2529,867
2024Q3519,783
2024Q4551,830
2025Q1830,542
2025Q2570,833
2025Q31,316,439
2025Q4304,194
2026Q1428,245
2026Q2226,145

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
337,297 positive · 941,000 neutral · 297,459 negative
2022
458,137 positive · 1,279,113 neutral · 406,618 negative
2023
575,924 positive · 1,313,482 neutral · 432,950 negative
2024
642,783 positive · 1,022,200 neutral · 481,191 negative
2025
749,359 positive · 1,436,480 neutral · 833,969 negative

Leading coverage topics

Business Process Automation coverage across United States · ranked by full-period article count.

Administrative And Political Subdivisions4,337,238 articles in the full recorded period
929,769 recent · 795,450 prior
Geopolitical Disputes And Contested Areas320,419 articles in the full recorded period
106,784 recent · 82,215 prior
International And Transnational Geographic Entities320,259 articles in the full recorded period
106,734 recent · 82,149 prior
International Political Relations198,597 articles in the full recorded period
51,712 recent · 49,955 prior
Security And Defense Policies140,413 articles in the full recorded period
40,802 recent · 34,078 prior
International Relations And Diplomacy90,463 articles in the full recorded period
21,269 recent · 23,225 prior
Geographic Naming Conventions And Etymology81,731 articles in the full recorded period
44,272 recent · 9,155 prior
Trade Policies And Agreements75,490 articles in the full recorded period
24,829 recent · 33,340 prior
Human Rights Advocacy Reports69,839 articles in the full recorded period
16,489 recent · 22,276 prior
Cryptocurrency Impact On Forex Markets56,738 articles in the full recorded period
15,746 recent · 15,367 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Business Process Automation coverage across United States

KeywordRecentPriorChange
countries3,9251,959100%
etf trading2,6841,130138%
oil price volatility2,5871,117132%
stablecoin fx impact2,3781,57951%
etfs2,257937141%
sector etfs2,149894140%
etf products2,043804154%
etf structures1,949792146%
startup news1,878684175%
export sanctions1,749634176%
tariff negotiations12,74921,126-40%
free trade deals5,3618,537-37%
economic slowdown2,4974,061-39%
stock price2,5123,946-36%
trade enforcement2,0143,262-38%

Event and signal lenses

Business Process Automation coverage across United States

All complete annual cohorts shown
Rising

Regulatory Risk

1,690,268 classified articles

territories, disputed islands, tariff negotiations

41.8% critical · 21.6% positive
Rising

Funding Momentum

292,609 classified articles

investment deal, inflation reports fx, currency intervention policies

45.4% critical · 43.5% positive
Rising

Growth

450,635 classified articles

earnings report, quarterly results, stock performance

36.2% critical · 46.0% positive

Business Process Automation coverage across United States. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Business Process Automation research is working on

6,649 papers in the recorded india scope.

Expand panel +
6,649papers
53,405worldwide comparison pool
6,649India-affiliated papers

Research orientation

Breakthrough
3,150
Promising
1,947
Descriptive
665
Problem-identifying
548
Comparative
159
Cautionary
135
Critical
45

Contribution mix

Methods-led
4,520
Empirical
982
Reviews
800
Position pieces
273
Theoretical
74

Tone counts: 6,536 positive · 60 neutral · 53 negative.

Common problems researchers identify
593 papers · 8.9% of this field
  • Robotics341 papers
  • Robot228 papers
  • Automation58 papers
  • Human–computer interaction29 papers
  • Human–robot interaction26 papers
  • Soft robotics23 papers
  • Reinforcement learning22 papers
  • Transformative learning21 papers

Landmark: A Comprehensive Survey on Transfer Learning

Cautions
135 papers · 2.0% of this field
  • Robotics59 papers
  • Robot44 papers
  • Automation11 papers
  • Perception10 papers
  • Motion planning9 papers
  • Robotic surgery9 papers
  • Health care8 papers
  • Mobile robot6 papers

Landmark: Robots and Jobs: Evidence from US Labor Markets

Opportunities
5,097 papers · 76.7% of this field
  • Robot1,935 papers
  • Robotics1,298 papers
  • Motion planning1,017 papers
  • Path422 papers
  • Trajectory415 papers
  • Reinforcement learning401 papers
  • Humanoid robot275 papers
  • Control theory267 papers

Landmark: Are we ready for autonomous driving? The KITTI vision benchmark suite

Leading institutions

Massachusetts Institute of Technology
41,379
Carnegie Mellon University
36,733
University of California, Berkeley
18,924
Harvard University
18,560
Stanford University
15,692
Georgia Institute of Technology
14,496

Leading researchers

Andreas Geiger
23,586
P Lenz
14,099
R. Urtasun
14,099
Raquel Urtasun
10,143
Philip Lenz
9,487
Christoph Stiller
9,487
Emilio Frazzoli
6,524
Fuzhen Zhuang
6,171

Highly cited breakthrough-labelled papers

  • Are we ready for autonomous driving? The KITTI vision benchmark suite14,099 citations
  • Vision meets robotics: The KITTI dataset9,487 citations
  • Domain randomization for transferring deep neural networks from simulation to the real world2,660 citations
  • Multigait soft robot2,037 citations
  • The Open Motion Planning Library1,579 citations

Common problems researchers identify

540 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Robotics / RobotCommon problems researchers identify · 01

Robotics / Robot

135 papers

25.0% of this theme group

Robotics (110) · Robot (75) · Automation (21) · Software deployment (12)

Foundation models in robotics: Applications, challenges, and the future

A Study on Challenges of Testing Robotic Systems

View research history
YearShare index
2022181.8
2023188.5
2024165.8
2025261.7
Human–Robot Interaction / Human–Computer InteractionCommon problems researchers identify · 02

Human–Robot Interaction / Human–Computer Interaction

113 papers

20.9% of this theme group

Human–robot interaction (26) · Human–computer interaction (31) · Robot (78) · Robotics (63)

On the use of simulation in robotics: Opportunities, challenges, and suggestions for moving forward

A Human–Robot Interaction Perspective on Assistive and Rehabilitation Robotics

View research history
YearShare index
2022436.5
2023466.0
2024531.0
2025211.4
Reinforcement Learning / Transfer Of LearningCommon problems researchers identify · 03

Reinforcement Learning / Transfer Of Learning

75 papers

13.9% of this theme group

Reinforcement learning (15) · Transfer of learning (5) · Robot learning (5) · Robotics (33)

Recent Advances in Robot Learning from Demonstration

Review of Deep Reinforcement Learning for Robot Manipulation

View research history
YearShare index
2022263.9
2023269.2
2024180.6
2025289.7
Robotic Surgery / RoboticsCommon problems researchers identify · 04

Robotic Surgery / Robotics

74 papers

13.7% of this theme group

Robotic surgery (15) · Robotics (51) · Health care (14) · MEDLINE (7)

A Survey of Robots in Healthcare

Will your next surgeon be a robot? Autonomy and AI in robotic surgery

View research history
YearShare index
2022193.6
2023187.3
2024195.3
2025206.3
Applications Of Artificial Intelligence / AutomationCommon problems researchers identify · 05

Applications Of Artificial Intelligence / Automation

72 papers

13.3% of this theme group

Applications of artificial intelligence (14) · Automation (20) · Robotics (40) · Domain (6)

Artificial intelligence-enabled healthcare delivery

Artificial Intelligence, Machine Learning, Automation, Robotics, Future of Work and Future of Humanity

View research history
YearShare index
2022141.5
2023145.6
2024149.1
2025202.9
Motion Planning / PathCommon problems researchers identify · 06

Motion Planning / Path

39 papers

7.2% of this theme group

Motion planning (18) · Path (10) · Trajectory (7) · Motion (5)

Prioritized Planning Algorithms for Trajectory Coordination of Multiple Mobile Robots

Benchmarking Motion Planning Algorithms: An Extensible Infrastructure for Analysis and Visualization

View research history
YearShare index
2022294.5
2023296.0
2024267.0
2025320.8
Soft Robotics / RoboticsCommon problems researchers identify · 07

Soft Robotics / Robotics

32 papers

5.9% of this theme group

Soft robotics (24) · Robotics (26) · Soft materials (4) · Robot (18)

Soft‐Matter Engineering for Soft Robotics

A Data‐Driven Review of Soft Robotics

View research history
YearShare index
202249.6
202350.2
202456.1
202539.4

Cautions

125 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

Robot / RoboticsCautions · 01

Robot / Robotics

50 papers

40.0% of this theme group

Robot (27) · Robotics (29) · Human–robot interaction (6) · Perception (7)

Supervisory Control of Multiple Robots

Human expectations of social robots

View research history
YearShare index
20222514.5
20232523.9
20242712.3
20252708.5
Health Care / RoboticsCautions · 02

Health Care / Robotics

28 papers

22.4% of this theme group

Health care (5) · Robotics (13) · Robot (11) · Transformative learning (3)

Compassionate Care with Autonomous Humanoid Robots in Future Healthcare Delivery: A Multisensory Simulation of Next-Generation Models

An investigation of public trust in autonomous humanoid AI robot doctors: a preparation for our future healthcare system

View research history
YearShare index
2022153.2
2023161.5
2024179.2
2025190.4
Robotic Surgery / RoboticsCautions · 03

Robotic Surgery / Robotics

26 papers

20.8% of this theme group

Robotic surgery (10) · Robotics (17) · Haptic technology (4) · Surgery (3)

The use of robotics in surgery: a review

Robotic Surgery

View research history
YearShare index
2022148.2
2023138.6
2024146.5
202589.3
Motion Planning / Mobile RobotCautions · 04

Motion Planning / Mobile Robot

21 papers

16.8% of this theme group

Motion planning (9) · Mobile robot (6) · Trajectory (4) · Path (4)

Informed RRT*: Optimal sampling-based path planning focused via direct sampling of an admissible ellipsoidal heuristic

A Review of SLAM Techniques and Security in Autonomous Driving

View research history
YearShare index
2022526.2
2023532.3
2024528.8
2025463.6

Opportunities

4,819 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Robotics / RobotOpportunities · 01

Robotics / Robot

1,061 papers

22.0% of this theme group

Robotics (610) · Robot (683) · Human–robot interaction (102) · Human–computer interaction (116)

A survey of communicating robot learning during human-robot interaction

Teaching Robots using Interactive Imitation Learning

View research history
YearShare index
2022436.5
2023466.0
2024531.0
2025211.4
Pose / ObjectOpportunities · 02

Pose / Object

868 papers

18.0% of this theme group

Pose (41) · Object (78) · Robotics (223) · Object detection (27)

Vision-Language Artificial Intelligence for Robotic-Based Monitoring: Concrete Defect Detection, Classification, and Localization in Two-Dim

Enhanced Object Matching and Identification for Multi-Robot Systems in Complex Environments

View research history
YearShare index
2022106.8
2023110.1
202462.3
202577.7
Control Theory / RobotOpportunities · 03

Control Theory / Robot

677 papers

14.0% of this theme group

Control theory (169) · Robot (408) · Humanoid robot (113) · Trajectory (118)

Multi-robot formation control and object transport in dynamic environments via constrained optimization

HARMONIOUS—Human-Like Reactive Motion Control and Multimodal Perception for Humanoid Robots

View research history
YearShare index
2022201.1
2023192.6
2024144.1
2025210.9
Path / Motion PlanningOpportunities · 04

Path / Motion Planning

626 papers

13.0% of this theme group

Path (295) · Motion planning (417) · Trajectory (178) · Obstacle (63)

Sampling-Based Path Planning for UAV Collision Avoidance

Offline and Online Search: UAV Multiobjective Path Planning Under Dynamic Urban Environment

View research history
YearShare index
2022294.5
2023296.0
2024267.0
2025320.8
Soft Robotics / ActuatorOpportunities · 05

Soft Robotics / Actuator

600 papers

12.5% of this theme group

Soft robotics (159) · Actuator (129) · Robotics (254) · Robot (263)

Soft Robotics

Exploiting Mechanical Instabilities in Soft Robotics: Control, Sensing, and Actuation

View research history
YearShare index
2022296.9
2023278.9
2024257.2
2025198.1
Motion Planning / MotionOpportunities · 06

Motion Planning / Motion

587 papers

12.2% of this theme group

Motion planning (512) · Motion (164) · Robot (262) · Path (129)

Robot Motion Planning in Learned Latent Spaces

Path Planning for Autonomous Mobile Robot Using Intelligent Algorithms

View research history
YearShare index
2022164.3
2023173.7
2024187.7
2025192.8
Reinforcement Learning / RobotOpportunities · 07

Reinforcement Learning / Robot

400 papers

8.3% of this theme group

Reinforcement learning (342) · Robot (164) · Robot learning (26) · Motion planning (72)

Reinforcement learning for versatile, dynamic, and robust bipedal locomotion control

Scalable Multi-Robot Cooperation for Multi-Goal Tasks Using Reinforcement Learning

View research history
YearShare index
2022321.2
2023337.4
2024300.8
2025402.6

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Breakthrough47.4%26.2%
Promising29.3%37.2%
Descriptive10.0%17.3%
Problem-identifying8.2%9.7%
Comparative2.4%4.2%
Cautionary2.0%4.6%
Critical0.7%0.8%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceFrom high-touch to high-tech: COVID-19 drives robotics adoption290.47%12 (41.4%)0.37%
Safety & misuseA Review of Safe Reinforcement Learning: Methods, Theories, and Applications120.19%1 (8.3%)0.16%
Energy & datacenter footprintReinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic 70.11%0 (0.0%)0.05%
Bias & fairnessLLM-Driven Robots Risk Enacting Discrimination, Violence, and Unlawful Actions70.11%2 (28.6%)0.06%
Labour & data workRobots and Jobs: Evidence from US Labor Markets60.1%5 (83.3%)0.06%
Hardware, e-waste & supply chainEnhancing ergonomics in E-waste disassembly: the impact of collaborative robotics on muscle activation and coordination50.08%0 (0.0%)0.05%
Carbon & emissions of computeAdaptive Machine Learning for Resource- Constrained Environments: A Path toward Sustainable AI10.02%0 (0.0%)0.01%
Water use00.0%0 (%)0.0%
Concentration of compute power00.0%0 (%)0.01%

Institution and researcher rankings use citations to their covered work. Research scope: United States. This may be broader than the company geography.

INNOVATION SIGNALS

Who files Business Process Automation patents in the United States

Published patent filings in the recorded source window.

Expand panel +
77,983filings 2016–2025
8,000assignees
9,192peak annual filings

Filing momentum

02,6435,2857,92810,5712016: 5,13120162017: 6,0312018: 7,03320182019: 7,8792020: 8,77020202021: 8,9092022: 9,02720222023: 9,1922024: 8,31120242025: 7,7002025

Who files the most

Rockwell Automation TECH
3,575
Boeing
3,104
Fisher Rosemount Systems
2,996
Intuitive Surgical Operations
2,264
Applied Materials
2,087
GEN Electric
2,005
Honeywell INT
1,921
IBM
1,324
DEMAND, SUPPLY & PLACE

Where demand signals run ahead of mapped supply — the United States

Compare demand signals in the United States’s newsflow with the business process automation categories mapped to each signal.

Expand panel +
HOW TO READ THE GAP

Signal percentile − supply percentile = gap in percentile points. Positive gaps highlight questions to investigate. A high signal can reflect spending pressure or access friction, as well as potential demand.

The comparison is relative to the signal families on this page. A supply percentile of zero means the lowest relative reading, not zero companies. It is a prioritisation clue, not measured market size or unmet demand.

COMPARISON PERIOD2025-07-01 to 2026-07-01Against 2024-07-01 to 2025-07-01Explore the signals ↓

The opportunity, in one view

Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.

Swipe horizontally to compare all columns →

8 the United States demand signals compared with mapped business process automation supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Cloud & platform build-out ↗Infrastructure Shift85.733.3+52.4+88.4%
AI-assisted development ↗Adoption Shift50.00.0+50.0+192.0%
Tech workforce shifts ↗Spending Pressure85.766.7+19.0+78.1%
Open-source momentum ↗Ecosystem Signal35.7100.0-64.3+40.2%
Security incidents & breaches ↗Risk Pressure42.9—No matching category—+22.2%
API economy ↗Integration Demand7.1—No matching category—+7.5%
Outages & reliability incidents ↗Risk Pressure35.7—No matching category—+48.6%
Data & privacy regulation ↗Compliance Pressure57.1—No matching category—+55.4%

Showing all 8 signals. Select a family for its history and mapped categories.

Where the signals are loudest

All 12 city readings for these demand families in the comparison geography. the United States is highlighted.

Mentions per 10,000 articles

Each city’s reading is a share of its own coverage.

Iowa127.1

Cloud & platform build-out · Tech workforce shifts · API economy

Oklahoma47.8

Cloud & platform build-out · Tech workforce shifts · Security incidents & breaches

Tennessee47.4

Tech workforce shifts · Security incidents & breaches · Data & privacy regulation

Arkansas46.4

Tech workforce shifts · Security incidents & breaches · Open-source momentum

Alabama42.6

Cloud & platform build-out · Tech workforce shifts · Security incidents & breaches

Oregon40.4

Tech workforce shifts · Data & privacy regulation · Security incidents & breaches

North Carolina40.3

Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out

Nevada35.4

Cloud & platform build-out · Security incidents & breaches · Tech workforce shifts

Arizona32.1

Tech workforce shifts · Open-source momentum · Data & privacy regulation

Delaware30.6

Tech workforce shifts · Cloud & platform build-out · Open-source momentum

Kentucky28.6

Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out

Indiana28.0

Tech workforce shifts · Cloud & platform build-out · Security incidents & breaches

Inside the leading signals

Open any signal for its quarterly history
INFRASTRUCTURE SHIFTCloud & platform build-out+52.4percentile-point gap
THE OPERATING HYPOTHESIS

Cloud and platform build-out can multiply the pipelines and environments a team must manage.

4.77mentions per 10,000 articles+88.4%share change vs prior year

Mapped business process automation categories

  • Saas1,111
  • Enterprise Mobility76

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

025792024Q3: 22024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 32025Q22025Q3: 32025Q32025Q4: 82025Q42026Q1: 42026Q12026Q2: 42026Q2
View quarterly signal counts
Cloud & platform build-out in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q34032.36
2024Q43351.89
2025Q16162.46
2025Q25643.54
2025Q39483.48
2025Q49778.1
2026Q16484.49
2026Q23594.66

Where this signal concentrates in the comparison geography

Iowa53.1 / 10,000
Oklahoma20.5 / 10,000
Nevada10.6 / 10,000
ADOPTION SHIFTAI-assisted development+50.0percentile-point gap
THE OPERATING HYPOTHESIS

If AI writes more of the work, the tools teams buy can change with it.

0.75mentions per 10,000 articles+192.0%share change vs prior year

Mapped business process automation categories

  • Artificial Intelligence233
  • Ai As A Service91

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

001112024Q3: 02024Q32024Q4: 02024Q42025Q1: 02025Q12025Q2: 02025Q22025Q3: 02025Q32025Q4: 02025Q42026Q1: 12026Q12026Q2: 02026Q2
View quarterly signal counts
AI-assisted development in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q3150.09
2024Q4360.2
2025Q1640.26
2025Q2800.5
2025Q31370.5
2025Q41090.9
2026Q11561.08
2026Q2600.78

Where this signal concentrates in the comparison geography

Alabama5.3 / 10,000
Iowa3.7 / 10,000
SPENDING PRESSURETech workforce shifts+19.0percentile-point gap
THE OPERATING HYPOTHESIS

Hiring, visa and layoff cycles can resize teams — per-seat budgets tend to follow.

18.79mentions per 10,000 articles+78.1%share change vs prior year

Mapped business process automation categories

  • Future Of Work1,231

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

061117222024Q3: 82024Q32024Q4: 112024Q42025Q1: 102025Q12025Q2: 112025Q22025Q3: 192025Q32025Q4: 192025Q42026Q1: 172026Q12026Q2: 192026Q2
View quarterly signal counts
Tech workforce shifts in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q314918.75
2024Q4200011.28
2025Q1260410.41
2025Q2189511.89
2025Q3519519.06
2025Q4234119.4
2026Q1254417.62
2026Q2146819.07

Where this signal concentrates in the comparison geography

Tennessee35.8 / 10,000
Arkansas32.1 / 10,000
North Carolina25.4 / 10,000
ECOSYSTEM SIGNALOpen-source momentum-64.3percentile-point gap
THE OPERATING HYPOTHESIS

Open-source momentum can seed the commercial layer around the projects teams adopt.

2.61mentions per 10,000 articles+40.2%share change vs prior year

Mapped business process automation categories

  • Enterprise Software1,212
  • Deep Tech98

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

012342024Q3: 12024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 12025Q22025Q3: 22025Q32025Q4: 22025Q42026Q1: 32026Q12026Q2: 22026Q2
View quarterly signal counts
Open-source momentum in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q33031.78
2024Q42371.34
2025Q15542.21
2025Q23141.97
2025Q36742.47
2025Q42682.22
2026Q14643.21
2026Q21962.55

Where this signal concentrates in the comparison geography

Iowa9.9 / 10,000
Utah6.2 / 10,000
Oklahoma5.7 / 10,000
RISK PRESSURESecurity incidents & breaches—supply not mapped
THE OPERATING HYPOTHESIS

Breach pressure can push security into every buying decision.

4.71mentions per 10,000 articles+22.2%share change vs prior year

Mapped business process automation categories

This signal has no matching category in the page’s business process automation market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

013462024Q3: 42024Q32024Q4: 32024Q42025Q1: 32025Q12025Q2: 42025Q22025Q3: 42025Q32025Q4: 52025Q42026Q1: 32026Q12026Q2: 52026Q2
View quarterly signal counts
Security incidents & breaches in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q37694.51
2024Q46253.52
2025Q18383.35
2025Q26904.33
2025Q313434.93
2025Q46125.07
2026Q15453.78
2026Q23975.16

Where this signal concentrates in the comparison geography

Maine10.0 / 10,000
Iowa9.5 / 10,000
Nevada8.6 / 10,000
INTEGRATION DEMANDAPI economy—supply not mapped
THE OPERATING HYPOTHESIS

As products expose more APIs, managing, testing and securing them can compound.

0.8mentions per 10,000 articles+7.5%share change vs prior year

Mapped business process automation categories

This signal has no matching category in the page’s business process automation market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

001112024Q3: 02024Q32024Q4: 02024Q42025Q1: 02025Q12025Q2: 02025Q22025Q3: 02025Q32025Q4: 12025Q42026Q1: 12026Q12026Q2: 12026Q2
View quarterly signal counts
API economy in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q31000.59
2024Q4950.54
2025Q12350.94
2025Q21330.83
2025Q31270.47
2025Q41221.01
2026Q11541.07
2026Q2881.14

Where this signal concentrates in the comparison geography

Iowa12.5 / 10,000
Alabama5.0 / 10,000
Colorado2.1 / 10,000
RISK PRESSUREOutages & reliability incidents—supply not mapped
THE OPERATING HYPOTHESIS

When downtime makes news, reliability tooling can move up the buying list.

1.2mentions per 10,000 articles+48.6%share change vs prior year

Mapped business process automation categories

This signal has no matching category in the page’s business process automation market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

011222024Q3: 12024Q32024Q4: 02024Q42025Q1: 02025Q12025Q2: 02025Q22025Q3: 02025Q32025Q4: 12025Q42026Q1: 12026Q12026Q2: 22026Q2
View quarterly signal counts
Outages & reliability incidents in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q32271.33
2024Q41220.69
2025Q11220.49
2025Q21410.88
2025Q31130.41
2025Q42281.89
2026Q12401.66
2026Q21572.04

Where this signal concentrates in the comparison geography

Iowa11.7 / 10,000
Alabama3.6 / 10,000
Nevada2.5 / 10,000
COMPLIANCE PRESSUREData & privacy regulation—supply not mapped
THE OPERATING HYPOTHESIS

Privacy rules can land as engineering requirements — consent, data handling and audit tooling follow.

2.89mentions per 10,000 articles+55.4%share change vs prior year

Mapped business process automation categories

This signal has no matching category in the page’s business process automation market map, so no supply percentile or gap is assigned.

Quarterly share of the United States coverage

Mentions per 10,000 articles · zero baseline

012342024Q3: 12024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 12025Q22025Q3: 22025Q32025Q4: 32025Q42026Q1: 32026Q12026Q2: 22026Q2
View quarterly signal counts
Data & privacy regulation in the United States coverage
QuarterMentionsPer 10,000 articles
2024Q32691.58
2024Q42141.21
2025Q16192.47
2025Q23071.93
2025Q36142.25
2025Q44163.45
2026Q15273.65
2026Q22202.86

Where this signal concentrates in the comparison geography

Oregon6.2 / 10,000
Arizona4.5 / 10,000
Iowa4.1 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

the United States business process automation coverage

Expand panel +
RESEARCH CONTEXT · 2021

Exploring the Profiles of Software Testing Jobs in the United States

IEEE Access

23 citations in the snapshot

RESEARCH CONTEXT · 2021

AI and DevOps in Information Technology and Its Future in the United States

SSRN Electronic Journal

14 citations in the snapshot

RESEARCH CONTEXT · 2024

The Integration of AI and Devops in the Field of Information Technology and Its Prospective Evolution in the United States

International Journal for Research in Applied Science and Engineering Technology

7 citations in the snapshot

RESEARCH CONTEXT · 2021

Global and Latin American female participation in evidence-based software engineering: a systematic mapping study

Journal of the Brazilian Computer Society

6 citations in the snapshot

What is growing in this coverage

the United States coverage of this page's demand families

KeywordRecent articlesPrior articlesShare change
cyber laws11850190.9%
cloud backup solutions4921187.6%
arch linux5125151.4%
green data centers200117110.7%
os portability1177397.5%
cost-effective trademarks644383.4%

Share changes describe coverage in the stated comparison periods, not search demand or market size.

GEOGRAPHIC FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

Expand panel +
8 cards

Swipe or scroll horizontally to browse.

UNDERSTAND THE LANDSCAPE

Business Process Automation in the United States: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

KEEP EXPLORING

Put the United States in context

All landscapes ↗

Company ecosystem snapshot: 30 August 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
Coming soon