Radar · Industry landscape · the United States
Accounting and Tax Software Landscape of the United States
4,646 Accounting and Tax Software 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.
4,646companies tracked
$79Bdisclosed funding
412hiring right now
2,972events · 24 months
919,834news articles · 12 months
Who leads Accounting and Tax Software in the United States
Shows the top companies by hiring activity, funding, and overall coverage, noting 4,646 firms in the United States, 412 currently hiring, and 1,182 that have disclosed a funding round.
open roles
Hiring now
ranked by live open roles
- 01
R1 RCM13last posted Aug 2026
- 02
Anaplan13last posted Aug 2026
- 03
Hitachi Vantara13last posted Aug 2026
- 04
Nutanix13last posted Aug 2026
- 05
Emburse12last posted Jul 2026
- 06
Daxko12last posted Aug 2026
- 07
Enverus12last posted Aug 2026
- 08
Bill11last posted Jun 2026
412 companies hiring · 45 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
- 01
Taulia$6.2BConventional Debt · Mar 2021
- 02
Ramp$3.1BSeries E · Nov 2025
- 03
Palantir$2.6BPost IPO · Aug 2023
- 04
Coupa$2.6BPost IPO · Jun 2020
- 05
Navan$2.1BSeries G · Oct 2025
- 06
SunGard$2.1BConventional Debt · Mar 2014
- 07
Brex$1.8BConventional Debt · Jan 2025
- 08
1,182 companies with disclosed rounds · $79B total
revenue
Revenue leaders
official filings first, else latest snapshot
- 01
Cigna$68.5BFY2026 filing
- 02
Recvue$5.9BFY2023 filing
- 03
Intuit$4.7BFY2024 filing
- 04
- 05
- 06
Wright Express$462.2MFY2024 filing
- 07
- 08
Paymentus$358.4MFY2024 filing
43 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
- 01
- 02
Justworks55,459tracked employees
- 03
Orbia24,736tracked employees
- 04
- 05
- 06
Derisq6,632tracked employees
- 07
- 08
Gusto5,876tracked employees
379 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
- 01
Versapay12.8%780 tracked events
- 02
- 03
- 04
KPMG5.4%328 tracked events
- 05
- 06
Deel1.8%107 tracked events
- 07
Marqeta1.5%94 tracked events
- 08
6,090 tracked events across 385 companies
web reach
Most-used apps
the sites in this sector the web visits most
- 01
- 02
Invoice Hometop 10kinvoicehome.com
- 03
- 04
FastBoundtop 50kfastbound.com
- 05
Stockchartstop 50kstockcharts.com
- 06
TaxSlayertop 50ktaxslayer.com
- 07
- 08
FileYourTaxes.comtop 50kfileyourtaxes.com
1,389 companies here run a site with a measured audience · 233 of them sit inside the web’s top million
articles
In the news
Prism news coverage, last 12 months
- 01
- 02
Indy7,432articles in the window
- 03
- 04
Magna5,168articles in the window
- 05
- 06
Clearwater3,632articles in the window
- 07
Finley1,902articles in the window
- 08
407 of these companies drew sector coverage in the window
Radar
See all 4,646 Accounting and Tax Software companies in the United States
Filter by funding, headcount, hiring and location, and export the list.
How the Accounting and Tax Software ecosystem in the United States grew, 2016–2025
Displays the annual count of new firms, highlighting a peak of 336 companies founded in 2020 and 55 founded in 2025.
Companies founded / year
new Accounting and Tax Software companies in the United States
20162025
peak 336 in 2020
Companies raising / year
with a disclosed round that year
20162025
peak 253 in 2021
Disclosed funding / year
sum of disclosed rounds (USD)
20162025
peak $18.3B in 2021
Where Accounting and Tax Software companies in the United States are based
Lists the cities with the most firms, with San Francisco hosting 404 companies, New York City 372, Austin 92, Atlanta 84, and Chicago 83.
Hub 01
San Francisco
404 Accounting and Tax Software companies
33% of the Accounting and Tax Software companies across these hubs
404companies
$18.5Bdisclosed funding
48hiring now
Hub 02
New York City
372 Accounting and Tax Software companies
30% of the Accounting and Tax Software companies across these hubs
372companies
$11.1Bdisclosed funding
48hiring now
Hub 03
Austin
92 Accounting and Tax Software companies
7% of the Accounting and Tax Software companies across these hubs
92companies
$1.4Bdisclosed funding
9hiring now
generated artwork
Hub 04
Atlanta
84 Accounting and Tax Software companies
7% of the Accounting and Tax Software companies across these hubs
84companies
$717.4Mdisclosed funding
15hiring now
Hub 05
Chicago
83 Accounting and Tax Software companies
7% of the Accounting and Tax Software companies across these hubs
83companies
$716.5Mdisclosed funding
11hiring now
Hub 06
Los Angeles
80 Accounting and Tax Software companies
6% of the Accounting and Tax Software companies across these hubs
80companies
$518.9Mdisclosed funding
5hiring now
Hub 07
Seattle
63 Accounting and Tax Software companies
5% of the Accounting and Tax Software companies across these hubs
63companies
$1.3Bdisclosed funding
7hiring now
Hub 08
Miami
63 Accounting and Tax Software companies
5% of the Accounting and Tax Software companies across these hubs
63companies
$931.6Mdisclosed funding
8hiring now
The Accounting and Tax Software market map of the United States: what these companies actually do
Breaks down product sub‑categories and revenue models, showing enterprise tech as the largest sub‑category (4,326 firms) and subscription as the most common revenue model (3,865 firms).
- Enterprise Tech4,326 companies · $76.9B raised · 399 hiring
- Fintech3,612 companies · $64.7B raised · 337 hiring
- Enterprise Software3,362 companies · $69.1B raised · 324 hiring
- SaaS2,439 companies · $61.8B raised · 249 hiring
- Accounts Receivable Automation497 companies · $12.3B raised · 40 hiring
- Consumer Digital432 companies · $3.8B raised · 34 hiring
- Integrated Compliance Management395 companies · $1.5B raised · 27 hiring
- Cloud Management305 companies · $4.7B raised · 29 hiring
- HR SaaS286 companies · $10.7B raised · 31 hiring
- Payroll Management284 companies · $3.1B raised · 26 hiring
- Accounts Payable Automation273 companies · $5.8B raised · 28 hiring
- Business Payments Solutions200 companies · $8.3B raised · 26 hiring
Monetization
How Accounting and Tax Software 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.
Subscription3,865
Fee-For-Service631
Commission on Transaction305
E-Commerce - Service90
Advertising49
E-Commerce - Product32
Lending15
Physical Commerce14
Funding, M&A and the deals moving Accounting and Tax Software in the United States
Counts corporate events over the past two years, totaling 2,972 events, including 685 key‑person moves, 554 new‑product announcements, and 397 funding rounds.
Leadership 685Product 554Earnings 428Funding 397M&A 339Announcement 198Contracts 150Lawsuit 56Capital 30Jobs 25
- M&AGlobal investment firm Carlyle (NASDAQ: CG) today announced it has acquired a majority stake in Knack RCM (“Knack”) and EqualizeRCM (“Equalize”), two leading U.S. healthcare revenue cycle management (“RCM”) providers, to create an AI-native, global, multi-specialty RCM platform.2026-05-04
- M&AReliance Retail today announced that it has acquired actor Priyanka Chopra Jonas' haircare brand ‘Anomaly’, including its brand assets, digital properties and trademarks, in a move that significantly expands its beauty portfolio, the company said in a statement on 30 April.2026-04-30
- FundingCube, an e-commerce data intelligence startup, has raised USD 3.7 million in a Series A funding round led by Betatron, with participation from M Venture Partners.2026-04-28
- FundingThe financing will support construction of the 500-MW/-1,000-MWh Eccles-Leitholm battery energy storage system (BESS), a transmission-level project located near the Scotland-England border. The debt package was arranged as an underwritten deal by Canadian Imperial Bank of Commerce's London branch, MUFG Bank and NatWest, with NatWest also acting as facility agent, Matrix said.2026-04-28
- FundingTwo Yale University seniors, Nathaneo Johnson and Sean Hargrow, have raised a whopping $5.1 million in pre‑seed funding for their startup Series, an innovative AI social network that operates entirely within iMessage.2026-04-24
- M&ASierra, the customer service agent startup founded by Bret Taylor, announced on Thursday that it has acquired the YC-backed French startup Fragment, which helps businesses integrate AI into workflows.2026-04-23
- M&AConsultancy.uk Clearwater, one of the UK’s leading corporate finance and M&A advisory firms, has been acquired by American investment bank KeyBanc Capital Markets.2026-04-23
- M&ABetween 2024 and 2025, the Italian app developer purchased California’s MileIQ Inc.2026-04-22
- FundingK1x, an AI-native tax data platform for private markets, announced it has secured a $175 million growth investment to accelerate the development of its digital infrastructure for tax compliance and reporting.2026-04-17
- FundingZenskar, the AI-native billing and revenue automation platform powering Zero-Touch Finance for real-world complexity, announced a $15 million Series A led by Susquehanna Venture Capital, Bessemer Venture Partners, Shine Capital and Rho.2026-04-17
Mergers and acquisitions
Deals from the last 24 months where a Accounting and Tax Software 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 |
|---|---|---|---|---|
| undisclosed | Completed | 2026-05-05 | ||
| undisclosed | Announced | 2026-05-04 | ||
| undisclosed | Announced | 2026-04-24 | ||
| undisclosed | Announced | 2026-04-23 | ||
| undisclosed | — | 2026-04-22 | ||
| $5.1B | Completed | 2026-04-21 |
Who is listing, hiring leaders, launching and winning work
Details notable events such as IPO filings, leadership changes, product launches, and contract wins for companies in the sector.
IPO pipeline
13 companies listed or filing · last 24 months
ZuoraIPO · 1 reportJan 2026
AKASAIPO · 1 reportOct 2025
AvePointOFS · SGX · AVP · 5 reportsOct 2025
WaystarIPO · NASDAQ · WAY · 5 reportsOct 2025
AvalaraIPO · New York Stock Exchange · AVLR · 3 reportsJul 2025
AvidXchangeIPO · 1 reportMar 2025
Leadership moves
221 tracked people moves · last 12 months
Green CabbageLeo Dalle Molle · Appointment → Chief Revenue OfficerMay 2026
EXIGERAdi Kavaler · Appointment → Chief Technology OfficerMay 2026
HRsoftGab Goncalves · Appointment → Vice ChairApr 2026
Product launches
tracked launches · last 12 months
NovaworksSpecial Agents (HR)May 2026
FinStackkFinStackk Legal (Legal Services)May 2026
Contract wins
115 customer wins · last 24 months
Workforce actions
10 companies cutting roles · last 24 months
The Network~4,000 roles reported · consolidationFeb 2026
Regulatory & litigation
20 regulatory events · 36 tracked suits · 24 months
- apas v kpmgaudit negligence · FiledApr 2026
- APAS statutory auditor supervisory body v kpmgauditor misconduct · FiledApr 2026
Earnings pulse
companies reporting results · last 24 months
44 companies reporting481 company-quarters trackedbeat 169miss 24in line 7
Half of these companies grew revenue faster than +18.8%, half slower.
Who is building Accounting and Tax Software in the United States
Profiles founders and CEOs of 1,919 firms, noting 2,696 individuals, with Stanford (70) and UC Berkeley (51) as top alma maters and Microsoft (42) as the most common prior employer.
Founders and chief executives12 of 2,696, from the best-funded companies on this page
Coupa Software, ex-Ceridian, ex-Sap, Western University, 1995
Lyft, ex-Shamaym, ex-Jive Software, Holon Institute of Technology, 1970
Integration Consulting, Founder Founder Institute, EX-Bravia Impact Assets. Getulio Vargas Foundation 2015
Brex, Ivy · Ex-Forma, Revolut, Fluidly, FTV Capital, Silicon Valley Bank · California State University-Sacramento BA 1991
Nutanix, ex-Neophotonics, ex-Vmware, University of California, Berkeley, 1990
Ex-Co-Founder-PayCycle, Intuit, CertiData · Stanford University BA, MS 1989
Tradeshift, ex-Danish Agency For Digitisation, ex-Avanade, IT-Universitetet i København, 2001
Founder K9 Ventures, Co-Founder HiHello, ex- Co-Founder Cardmunch, iMeet, E.piphany, CEO SneakerLabs. Carnegie Mellon University MS 1997…
Ex-News America Marketing, The Clorox Company. Stanford University BA 1988
Where the founders studied
alma mater on record for 552 of 2,696 founders
Stanford University70
University of California (Berkeley)51
University of Pennsylvania44
Harvard University43
Cornell University39
Harvard Business School39
Massachusetts Institute of Technology35
Wharton School24
Where they worked before
a previous employer on record for 182 of 2,696 founders
Microsoft42
Google21
Facebook17
McKinsey15
Amazon15
Goldman Sachs15
Morgan Stanley14
Uber12
Founders flagged as repeat founders
of 2,417 founders with a profile on this page
42
carry a repeat-founder flag
- flagged as repeat founders42
- no repeat-founder flag2,375
Women and men among the founders
first names matched for 2,444 of 2,696 founders
12%
of matched founders are women
- women299
- men2,145
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 252 founders go in neither column.
Radar
Look up the people behind Accounting and Tax Software companies in the United States
Search founders, executives and operators by company, role and location.
Who funds Accounting and Tax Software in the United States
Summarizes investment activity, recording 2,469 funding rounds since 2016 from 2,773 investors, with a typical round size of $5 million.
| Investor · most active investors since 2016 | Rounds | Led | Latest |
|---|---|---|---|
| Y Combinator | 166 | 66 | May 2026 |
| Techstars | 52 | 30 | Jun 2025 |
| General Catalyst | 50 | 16 | May 2026 |
| Andreessen Horowitz | 48 | 25 | Jan 2026 |
| Tiger Global Management | 35 | 20 | Mar 2024 |
| Insight Partners | 34 | 21 | Mar 2026 |
| Bessemer Venture Partners | 32 | 12 | Apr 2026 |
| Accel | 28 | 13 | Dec 2025 |
| Bain Capital Ventures | 27 | 9 | Mar 2026 |
| Lightspeed Venture Partners | 26 | 9 | Jan 2026 |
Stage mix · rounds since 2016
Seed & Angel947
Series A–B895
Series C+ / PE315
Grants, debt & other312
The typical round is $5M — half were bigger, half smaller.
The biggest Accounting and Tax Software funding rounds in the United States
Highlights the largest disclosed funding rounds, including Palantir’s $879.8 million Series H, and lists ten of the biggest recent rounds.
| Company | Round | Size | When | Backers |
|---|---|---|---|---|
| Series Hmega-round | $879.8M | Jul 2015 | Morgan Stanley, San Francisco Sentry, In-Q-Tel +2 more | |
| Series Imega-round | $550M | Apr 2020 | Sompo Holdings, Fujitsu | |
| Series Emega-round | $514.1M | Jul 2025 | Iconiq Capital, Founders Fund, D1 Capital Partners +19 more | |
| Series Cmega-round | $512.6M | May 2015 | Fidelity Investments, IVP, Founders Fund +6 more | |
| Series Gmega-round | $500M | Aug 2021 | Silver Lake, Digital Horizon | |
| Series Cmega-round | $500M | Jan 2023 | Monroe Capital, Invitation Homes | |
| Series Gmega-round | $444.2M | Jun 2013 | — | |
| Series Dmega-round | $428.5M | Sep 2021 | Coatue, Altimeter Capital, Andreessen Horowitz +6 more | |
| Series Dmega-round | $425M | Apr 2021 | Tiger Global Management, TCV, Baillie Gifford +11 more | |
| Series Fmega-round | $362M | Oct 2021 | Greenoaks, Base Partners, Elad Gil |
Venture round sizes · 2023–2025
<$1M100
$1–10M231
$10–50M170
$50–250M44
>$250M6
551 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
Series B$17MMay 2026
Series A$17MMay 2026
Series A$15.5MMay 2026
Conventional Debt$10MMay 2026
Series A$10MMay 2026
PE$175MApr 2026
Series B$30MApr 2026
What the news says about Accounting and Tax Software in the United States
Counts press coverage, with 919,834 articles in the last year, focusing on topics like cryptocurrency effects, economic indicators, trade wars, and interest‑rate decisions.
News volume
Accounting and Tax Software coverage across United States · articles per quarter
2021Q22026Q1
peak 324,013 in 2025Q1 · 919,834 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 67% → 64%, negative 32% → 34% across 2021–2025.
What the coverage is about
The subjects that dominate Accounting and Tax Software news in United States. The arrow shows whether each one is being written about more or less than a year ago.
- Cryptocurrency impact on forex markets256,685▲+41%
- Economic indicators (gdp, cpi, unemployment)85,368→+7%
- Trade wars and geopolitical impacts83,564▲+17%
- Interest rate decisions and impacts72,480▲+17%
- Central bank monetary policy announcements65,419→+10%
- Federal reserve policy meeting summaries64,366▲+17%
- Global recession risks and forecasts63,436▲+13%
- Regulatory compliance in foreign exchange trading50,230▲+85%
- Foreign exchange (forex) rate fluctuations49,040▲+40%
- Quarterly and annual financial results48,582▲+28%
Most-covered companies · last 12 months
- 32,650
- 7,432
- 5,252
- 5,168
- 3,929
- 3,632
- 1,902
- 1,483
- 1,251
- 1,024
407 Accounting and Tax Software companies here were named in the news over this period.
Prism
Watch Accounting and Tax Software 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.
stablecoin fx impact+124%stock price+115%etf trading+146%investment deal+422%etfs+141%decentralized forex+97%sector etfs+140%etf structures+145%etf products+156%share price+155%
flood stage forecasting-99%hydrologic risk modeling-100%coastal flooding study-97%flood control measures-98%severe weather warning-90%
The pressures the press keeps returning to
Three recurring angles in United States Accounting and Tax Software coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▲ rising
1,276,365 articles touch this dimension · 49.0% critical tone
20212025
signals: economic slowdown, stock performance, currency intervention policies
Funding Momentum ▲ rising
268,477 articles touch this dimension · 37.5% critical tone
20212025
signals: inflation reports fx, currency intervention policies, trade deficits fx
Growth ▲ rising
402,987 articles touch this dimension · 43.1% critical tone
20212025
signals: gdp growth forex, inflation reports fx, trade deficits fx
Accounting and Tax Software jobs in the United States: who is hiring and what they ask for
Aggregates job listings, showing 30,740 postings from 651 employers in 12 months, with median advertised salary $50 k and top skills including TurboTax, Python, and React.
30,740postings · last 12 months
39,451postings tracked overall
651employers advertising
$50kmedian advertised salary/yr (n=4517)
Demand
The Skills Employers Ask For
What Accounting and Tax Software 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.
- turbotax1,368▲
- tax return software1,363▲
- python448▲
- react404▲
- salesforce379▲
- excel360▲
- typescript314▲
- sql295▲
- aws283▲
- ai281▲
What level are these roles?
Entry4,375
Intern413
Senior3,366
Lead1,659
Manager6,654
What they pay, by level
- Manager$107k/yr (n=486)
- Entry$50k/yr (n=1160)
- Senior$135k/yr (n=227)
- Lead$149k/yr (n=64)
Most advertised titles
- 1,730
- 1,218
- 822
- 757
- 756
- 567
83 Accounting and Tax Software-relevant internships in India were advertised over the same 12 months.
What Accounting and Tax Software research in the United States is working on
Reports academic output, noting 907 U.S.–affiliated papers, of which 193 discuss common problems, 88 issue cautions, and 425 identify opportunities.
How this field talks about itself
United States-affiliated Accounting and Tax Software papers (gold) against all published research (grey)
Promising36.2% · 38.0%≈ par
Problem-identifying19.8% · 9.5%2.1×
Descriptive19.5% · 16.8%1.2×
Breakthrough10.7% · 26.5%0.4×
Cautionary9.7% · 4.3%2.3×
Comparative2.6% · 3.8%0.7×
How the work is done
Empirical41.6%
Reviews23.0%
Methods-led17.2%
Position pieces16.6%
Theoretical1.5%
How the research reads
92% positive · 1% neutral · 7% negative, across 907 papers.
The institutions doing the work · United States
- 667
- 654
- 653
- 643
- 623
- 307
ranked by how often their work is cited
Leading researchers · United States-affiliated work
Itay Goldstein · Wei Jiang · George Andrew Karolyi · Thomas Philippon · Andrei Kirilenko · Andrew W. Lo · Vikram Haksar · Dong He
The most-cited breakthroughs
- E.T.-RNN · 87 cites
- Evolutionary Approaches and the Construction of Technology-Driven Regulations · 79 cites
- Eagle Strategy Arithmetic Optimisation Algorithm with Optimal Deep Convolutional Forest Based FinTech Application for Hyper-automation · 32 cites
- FinTech and consumers: a systematic review and integrative framework · 28 cites
- Blockchain technology and real-time auditing: Transforming financial transparency and fraud detection in the Fintech industry · 12 cites
Common problems researchers identify150 papers · 4 recurring themes
Problems · theme 01
FinTech and Public Financial Inclusion
55 papers · 36.7% of this block
→ +2% share2022→2025 share of research on this subject
Researchers highlight challenges in using technology to broaden access to financial services and improve public sector operations.
FinTech · Financial services · Financial regulation · Financial system
“FINANCIAL INCLUSION THROUGH TECHNOLOGY: A REVIEW OF TRENDS IN EMERGING MARKETS”
55 of these papers raise it as a problem
Problems · theme 02
Technology-Enabled Financial Inclusion
42 papers · 28.0% of this block
▲ +19% share2022→2025 share of research on this subject
Papers discuss obstacles to delivering inclusive banking and payment services through digital innovations.
Financial inclusion · Financial services · Retail banking · Payment
“Leveraging Financial Inclusion Through Technology-Enabled Services Innovation”
42 of these papers raise it as a problem
Problems · theme 03
Crypto and Payment Fraud Risks
33 papers · 22.0% of this block
▲ +7% share2022→2025 share of research on this subject
Studies flag vulnerabilities in cryptocurrency and digital payment systems, emphasizing fraud detection and data breach concerns.
Cryptocurrency · Resilience · Data breach · Financial transaction
“Machine Learning Approaches for Fraud Detection and Risk Assessment in Mobile Banking Applications and Fintech Solutions”
33 of these papers raise it as a problem
Problems · theme 04
Risk Management in FinTech
20 papers · 13.3% of this block
▲ +94% share2022→2025 share of research on this subject
Works point out difficulties integrating advanced risk analytics and credit scoring within emerging financial technology platforms.
Financial services · Leverage · Risk management · Financial risk
“Integrating Risk Management in Fintech and Traditional Financial Institutions through AI and Machine Learning”
20 of these papers raise it as a problem
Cautions67 papers · 3 recurring themes
Cautions · theme 01
Crypto, Mobile Payments, and Inclusion
24 papers · 35.8% of this block
▲ +30% share2022→2025 share of research on this subject
Authors caution about stability and security implications of peer‑to‑peer lending and cryptocurrency for inclusive finance.
Cryptocurrency · Mobile payment · Financial inclusion · Financial services
“Interdependence between online peer‐to‐peer lending and cryptocurrency markets and its effects on financial inclusion”
24 of these papers raise it as a problem
Cautions · theme 02
FinTech Systemic and Sustainability Risks
23 papers · 34.3% of this block
▲ +32% share2022→2025 share of research on this subject
Research warns of complex systemic effects and sustainability challenges arising from rapid fintech expansion.
FinTech · Financial services · Systemic risk · Big data
“FinTech and Sustainable Finance: How is FinTech Shaping the Future of Sustainable Finance?”
23 of these papers raise it as a problem
Cautions · theme 03
AI Bias and Transparency in Finance
18 papers · 26.9% of this block
▲ +238% share2022→2025 share of research on this subject
Papers raise concerns about algorithmic bias, accountability, and transparency when applying AI to financial services.
Financial services · Transformative learning · FinTech · Transparency
“Artificial Intelligence, Machine Learning, and Bias In Finance: Toward Responsible Innovation”
18 of these papers raise it as a problem
A further 2 papers sit in smaller, scattered themes.
Opportunities314 papers · 6 recurring themes
Opportunities · theme 01
Mobile Payments for Inclusion
82 papers · 26.1% of this block
▲ +130% share2022→2025 share of research on this subject
Studies explore how mobile technologies can reach unbanked populations and improve financial literacy.
Financial inclusion · Mobile payment · Financial literacy · Financial services
“Advancing financial inclusion through fintech: Solutions for unbanked and underbanked populations”
Opportunities · theme 02
FinTech‑Driven Financial Innovation
60 papers · 19.1% of this block
▲ +20% share2022→2025 share of research on this subject
Research highlights emerging digital tools reshaping payment systems and service delivery in finance.
FinTech · Financial innovation · Financial services · Payment
“FinTech and Financial Innovation: Drivers and Depth”
Opportunities · theme 03
AI Transforming Financial Services
56 papers · 17.8% of this block
▲ +225% share2022→2025 share of research on this subject
Works examine how machine learning can advance sustainable financial technologies and service efficiency.
Financial services · Transformative learning · Financial market · Systemic risk
“Empowering Financial Services: The Transformative Impact of AI on FinTech Innovation”
Opportunities · theme 04
Predictive Analytics for Financial Risk
56 papers · 17.8% of this block
▲ +44% share2022→2025 share of research on this subject
Papers discuss scalable analytics and cloud‑based models for dynamic risk evaluation and market forecasting.
Financial services · Analytics · Scalability · Leverage
“Transforming financial services through predictive analytics and banking systems integration”
Opportunities · theme 05
Blockchain for Transparency and Auditing
30 papers · 9.6% of this block
▲ +14% share2022→2025 share of research on this subject
Research investigates blockchain applications that enhance real‑time auditing and reduce fraud in financial operations.
Blockchain · Cryptocurrency · Digital currency · Currency
“Blockchain technology and real-time auditing: Transforming financial transparency and fraud detection in the Fintech industry”
Opportunities · theme 06
Deep Learning in Fraud Detection
30 papers · 9.6% of this block
→ -1% share2022→2025 share of research on this subject
Studies focus on using deep neural networks to identify credit card fraud and improve transaction security.
Credit risk · Credit card fraud · Database transaction · Credit card
“Deep Learning in Financial Fraud Detection: Innovations, Challenges, and Applications”
Which of these themes are growing fastest
Tracks shifts in research focus, measuring how the share of different themes has changed 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
Risk Management in FinTech▲+94%
Technology-Enabled Financial Inclusion▲+19%
Crypto and Payment Fraud Risks▲+7%
FinTech and Public Financial Inclusion▲+2%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
AI Bias and Transparency in Finance▲+238%
FinTech Systemic and Sustainability Risks▲+32%
Crypto, Mobile Payments, and Inclusion▲+30%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
AI Transforming Financial Services▲+225%
Mobile Payments for Inclusion▲+130%
Predictive Analytics for Financial Risk▲+44%
FinTech‑Driven Financial Innovation▲+20%
Blockchain for Transparency and Auditing▲+14%
Deep Learning in Fraud Detection▼-1%
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About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering the United States. Counts are of companies we track, not of every company that exists. Updated August 2026.
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