Industry landscapes
Industry report

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 NEW YORK CITY EDITION 2026

New York City’s
digital lending industry,
in focus.

The companies, capital and talent shaping digital lending in New York City. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Digital Lending Industry Landscape of New York City
US
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Digital Lending illustration
MEET THE COMPANIES

Explore New York City’s digital lending leaders

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

Expand panel +
Digital Lending company highlights in New York City, snapshot 3 September 2026
Company
Liquidity Groupliquidity.com$1.53B———
DailyPaydailypay.com$1.45B7 roles845—
Better Mortgagebetter.com$980M—3,087—
CAN Capitalcancapital.com$888M—64—
Amplagetampla.com$828.13M—126—
Applied Data Financeapplieddatafinance.com$677.3M5 roles321—
OnDeckondeck.com$617.34M—397$398.38MFYFY2018 filing
Fora Financialforafinancial.com$576M—135—
Kapituskapitus.com—9 roles223—
World Business Lenderswbl.com—9 roles57—
Skepsskeps.com—7 roles66Financial figure available in RadarView in Radar
Kafenekafene.com—6 roles69—
Sparrowsparrowfi.com—5 roles14—
Brigithellobrigit.com—3 roles8—
Biz2Creditbiz2credit.com——125Financial figure available in RadarView in Radar
Breadbreadpayments.com——80—
Gyngergynger.io——22—
Kashablekashable.com——23—
Katapultkatapult.com——120Financial figure available in RadarView in Radar
Lorien Financelorien.finance——18Financial figure available in RadarView in Radar
MANTLmantl.com——104—
Orchardorchardplatform.com——42—
Ready Capitalreadycapital.com——374—
Roamwithroam.com——47—
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

Digital Lending industry KPIs in New York City

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

3 September 2026
Hiring participation8.6%

28 of 327 tracked companies have open roles.

Funding participation37.3%

122 of 327 tracked companies have a recorded round.

Top 3 funding share30.0%

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

Median disclosed round$10M

Midpoint of 249 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 30.0% of disclosed capital, while 62.7% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How New York City digital lending 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

New York City digital lending
$0$563.49M$1.13B$1.69B$2.25B2016: $549.04M20162017: $478.4M20172018: $728.52M20182019: $1.09B20192020: $409.37M20202021: $1.98B20212022: $1.68B20222023: $1.38B20232024: $789.33M20242025: $899.63M2025
View the numbers
Annual digital lending funding and company formation in New York City
YearFunding (USD)FoundedRaising
2016$549.04M1320
2017$478.4M2321
2018$728.52M1716
2019$1.09B1622
2020$409.37M1616
2021$1.98B2825
2022$1.68B2421
2023$1.38B1920
2024$789.33M1319
2025$899.63M1018
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Liquidity Group11.6%
  • DailyPay10.9%
  • Better Mortgage7.4%
  • Other companies70.0%

Funding by stage

292 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel75 25.7%
Series A–B110 37.7%
Series C+ / PE25 8.6%
Grants, debt & other82 28.1%

Recent recorded rounds

Latest recorded rounds · USD
5 rounds

Swipe or scroll horizontally to browse.

Series A05/2026
Exponentfi $7.5M

Backed by Chailease Holding and Andre Koo and others.

Series C04/2026
Kashable $60M

Backed by Goldman Sachs and Revolution and others.

Series A04/2026
Debbie $5.3M

Backed by TruStage and Reseda Group and others.

Series A03/2026
Fuse $25M

Backed by Footwork and Primary Venture Partner and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

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.

FY2022 · company accounts; aggregate reporting threshold not met · 1 reporting entities from 3 eligible matches.

Revenue in covered accounts—

Sum of reporting-entity revenue; not New York City 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 1 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

FY2022 · 1 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.

1 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
NEW YORK CITY · INDUSTRY COHORTS

How does digital lending 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 New York City companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

9 of the 327 companies on this page carry a measured traffic record (2.8%); these are the largest of those, by monthly visits. The median among them is 309,134 visits.

CompanyMonthly visitsAuthorityMobile
SmartAssetsmartasset.com4,895,6346860%
Debbiejoindebbie.com1,201,1193199.3%
Katapultkatapult.com764,4034194.4%
Kashablekashable.com742,7273897.2%
Breadbreadpayments.com309,1344481.4%
Splititsplitit.com286,8494373.7%
Credit-Land.comcredit-land.com98,0952990.1%
Fundkitefundkite.com91,693270%
Roamwithroam.com55,2763530.2%

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

Most-installed apps

19 of these companies (5.8%) publish at least one Android app — 22 apps in all, carrying 15.1M installs between them.

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 (2023Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Alternative Lending2115.1MBrigit: Cash Advance & Credit 9.8M
Hrtech54.2MDailyPay On-Demand Pay 4.1M
Payments54.2MPNC EarnedIt 45.6K
Banking Tech4204.5KBankuish 203.2K

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.

2023Q1: 22023Q1: 02023Q12023Q2: 12023Q2: 02023Q22023Q4: 22023Q4: 02023Q42024Q2: 12024Q2: 02024Q22025Q3: 12025Q3: 12025Q32025Q4: 12025Q4: 02025Q42026Q1: 22026Q1: 42026Q1

Darker bars are new releases, lighter bars apps updated. 20 of 22 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The New York City digital lending market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Fintech325
Nbfc lenders271
Enterprise tech218
Consumer digital150
Marketplaces101
Enterprise software51
Real estate financing tech39
Embedded finance35
Saas26
Justice tech20
Cloud banking17
Fintech saas16

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

SEGMENT TO EXPLORE

Fintech

The largest measured segment in this report snapshot.

325companies
8.6%have hiring activity

28 companies hiring · $13.23B disclosed funding

Explore in Radar

How companies make money

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

Commission on transaction248
Lending147
Subscription113
Fee-for-service69
E-commerce - service18
Advertising12
Interest11
Freemium3
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
Funding roundskashable.com ↗

Kashable has now raised a total of $122.7M in total equity funding and is backed by EJF Ventures, Goldman Sachs Alternatives, and Revolution.

Funding roundsorchardplatform.com ↗

Among the largest financings were Kiavi ($350 million, debt), Dwelly ($50 million, debt), Metiundo ($47.6 million, Series A), OneDome ($34.2 million, Series C), Stake ($31 million, Series B), Ownwell ($30 million, Series B), and Orchard ($30 million, venture).

Mergers & acquisitionscancapital.com ↗

today announced that it has acquired the equipment finance portfolio and platform of Republic Bank Finance, a division of Republic Bancorp, Inc.

Funding roundsdailypay.com ↗

DailyPay, the leading On-Demand Pay platform and financial wellness solution, announced the closing on December 30, 2025 of a new $195 million senior secured revolving credit facility, further strengthening the company’s capital position and providing greater financial flexibility to support long term growth.

Mergers & acquisitionsraistone.com ↗

Raistone, one of the largest middlemen in First Brands’ financings, is nearing a deal to sell itself to investment firm Marblegate Asset Management, according to people familiar with the matter.

Funding roundsmodernfi.com ↗

ModernFi, the leading technology provider for deposit management, today announced a $30 million Series B funding round.

Mergers & acquisitionsforestroadco.com ↗

Reports from May indicated that Fenix International has been in talks to sell OnlyFans for as much as $8 billion. The leading bidder appears to be a consortium led by The Forest Road Company, a U.S. investment firm.

Funding roundsoatfi.com ↗

OatFi, a FinTech company building embedded credit infrastructure for B2B payments, has raised $24m in a Series A funding round.

Funding roundsgetclair.com ↗

Clair previously raised a Seed round led by Upfront Ventures, although the specific amount was not disclosed in this update.

Funding roundsbuttonfinance.com ↗

New York-based Button Finance, a FinTech company focused on home equity lending, has raised $5m in a Series A funding round to fuel its platform growth and technological expansion.

Full recorded event mix

Top 10 categories among 142 recorded events in the 24-month window.

Leadership moves
31
Funding rounds
26
Earnings
24
Mergers & acquisitions
18
Lawsuit
11
Company announcements
8
Contracts
8
Capital infusions
7
New products
5
Layoffs
2
6 activity cards

Swipe or scroll horizontally to browse.

IPO pipeline

1 companies with recorded IPO activity

DailyPay ↗

IPO1 reports

Leadership moves

8 tracked people moves

Splitit ↗
Nandan Sheth

Appointment Chief Executive Officer

DailyPay ↗
Nelson Chai

Appointment Chief Executive Officer

DailyPay ↗
Caitlin Allen

Appointment Chief Brand and Communications Officer

DailyPay ↗
Andrew Brandman

Appointment Chief Operating Officer

John Egerman

Appointment Chief Financial Officer

Charlotte McLaughlin

Appointment Board Member

Product launches

Products, platforms and features in the recorded window

MANTL ↗
MANTL\'s Onboarding & Account Opening Solution

Account opening solution

MANTL ↗
MANTL–Taktile Integration

Integration

Contract wins

10 recorded customer wins

Scienaptic ↗

Customer: members heritage credit unionBanking, Financial

MANTL ↗

Customer: Rhinebeck BancorpBanking

Scienaptic ↗

Customer: genisys credit union

MANTL ↗

Customer: Harvard Federal Credit UnionDigital Banking

Katapult ↗

Customer: CCF Holdings LLCRetail

Katapult ↗

Customer: The Aaron’s Company, Inc.Retail

Workforce actions

2 companies with reported reductions

Raistone ↗

Scale not stated rolesrevenue loss due to First Brands collapse

Lidya ↗

Scale not stated rolesfinancial distress

Litigation

6 tracked suits

Company
raistone v first brands group

disappearance of assetsCivil · Filed

Company
quinn v ready capital corporation

securities class action lawsuitClass Action · Ongoing

Mergers and acquisitions

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

Acquirer → targetStatusDateValue / context
zip→QuadPay ↗Announced2026-06-04Not stated in snapshot
CAN Capital→Republic Bank FinanceAnnounced2026-02-26Not stated in snapshot
marblegate asset management→Raistone ↗Pending2025-12-11Not stated in snapshot
The Forest Road Company→onlyfansRumored2025-08-22$8.0B
fundthrough→Ampla ↗Announced2025-04-28Not stated in snapshot
feedzai→Demyst ↗Announced2025-04-24Not stated in snapshot

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

PEOPLE & OPPORTUNITY

The talent market

870 postings in the preceding 12 months. The full 1,256-posting snapshot covers 45 employers.

Expand panel +

Most advertised job titles

Sales Associate226
Business Development Manager52
Manager In Training35
Mortgage Loan Officer26
Escrow Officer25
Manager In Training21
0 internship postings

48 tracked postings mention remote work.

The seniority mix

374 postings specify a level.

unspecified
882
manager
278
senior
60
lead
27
entry
6
intern
3

Skills employers mention

Top skills across 1,256 tracked postings in the available jobs snapshot.

Computer Console
41
Cash Register
41
Sql
34
Python
25
React
22
Aws
19
Salesforce
18
Excel
18
Graphql
18
Golang
17
ADVERTISED PAY$125.0K/ year

Median across 91 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

204 founders and chief executives across 143 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

75 profiles with education records.

University of Pennsylvania
9
Harvard University
9
Wharton School
8
Columbia University
7
Harvard Business School
7
Massachusetts Institute of Technology
6
Tel Aviv University
6
Yale University
3

Prior employers

17 profiles with prior-work records.

Goldman Sachs
6
Morgan Stanley
4
Google
3
Uber
2
McKinsey
1
Microsoft
1
Boston Consulting Group
1

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

NEWS INTELLIGENCE

How this industry appears in the news

20,022 articles in the measured 12-month window.

Expand panel +
20,022articles in the measured year
5,251articles in 2026Q1
66.6%positive tone in the latest complete year

News volume trends

Digital Lending coverage tagged New York City · articles per complete quarter

01,6573,3134,9706,6262021Q2: 2,9632021Q22021Q3: 3,5992021Q4: 3,4812022Q1: 4,2572022Q2: 4,1232022Q22022Q3: 3,4012022Q4: 3,6432023Q1: 3,7752023Q2: 4,0432023Q22023Q3: 3,7702023Q4: 3,9212024Q1: 5,2352024Q2: 4,4552024Q22024Q3: 4,5312024Q4: 4,8302025Q1: 5,5622025Q2: 4,3812025Q22025Q3: 5,7622025Q4: 4,2572026Q1: 5,2512026Q1
View quarterly article counts
QuarterArticles
2021Q22,963
2021Q33,599
2021Q43,481
2022Q14,257
2022Q24,123
2022Q33,401
2022Q43,643
2023Q13,775
2023Q24,043
2023Q33,770
2023Q43,921
2024Q15,235
2024Q24,455
2024Q34,531
2024Q44,830
2025Q15,562
2025Q24,381
2025Q35,762
2025Q44,257
2026Q15,251

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
7,201 positive · 121 neutral · 3,309 negative
2022
10,817 positive · 200 neutral · 4,353 negative
2023
10,703 positive · 198 neutral · 4,586 negative
2024
12,784 positive · 341 neutral · 5,897 negative
2025
13,248 positive · 290 neutral · 6,359 negative

Leading coverage topics

Digital Lending coverage tagged New York City · ranked by full-period article count.

Cryptocurrency Impact On Forex Markets256,685 articles in the full recorded period
81,231 recent · 57,779 prior
Economic Indicators (Gdp, Cpi, Unemployment)85,368 articles in the full recorded period
23,344 recent · 21,792 prior
Trade Wars And Geopolitical Impacts83,564 articles in the full recorded period
27,512 recent · 23,590 prior
Interest Rate Decisions And Impacts72,480 articles in the full recorded period
18,840 recent · 16,113 prior
Central Bank Monetary Policy Announcements65,419 articles in the full recorded period
15,959 recent · 14,566 prior
Federal Reserve Policy Meeting Summaries64,366 articles in the full recorded period
16,609 recent · 14,246 prior
Global Recession Risks And Forecasts63,436 articles in the full recorded period
20,317 recent · 18,051 prior
Regulatory Compliance In Foreign Exchange Trading50,230 articles in the full recorded period
15,481 recent · 8,370 prior
Foreign Exchange (Forex) Rate Fluctuations49,040 articles in the full recorded period
15,924 recent · 11,344 prior
Quarterly And Annual Financial Results48,582 articles in the full recorded period
14,823 recent · 11,621 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

United States comparison coverage

KeywordRecentPriorChange
stablecoin fx impact13,4346,005124%
stock price9,6914,500115%
etf trading8,2473,359146%
investment deal7,3751,414422%
etfs7,1692,969141%
decentralized forex6,9863,54997%
sector etfs6,8642,864140%
etf structures6,4212,622145%
etf products6,3392,481156%
share price5,7112,242155%
flood stage forecasting11910,236-99%
hydrologic risk modeling2610,145-100%
coastal flooding study1214,687-97%
flood control measures863,644-98%
severe weather warning3403,275-90%

Event and signal lenses

United States comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

1,276,365 classified articles

economic slowdown, stock performance, currency intervention policies

49.0% critical · 33.8% positive
Rising

Funding Momentum

268,477 classified articles

inflation reports fx, currency intervention policies, trade deficits fx

37.5% critical · 48.9% positive
Rising

Growth

402,987 classified articles

gdp growth forex, inflation reports fx, trade deficits fx

43.1% critical · 39.1% positive

Digital Lending coverage tagged New York City. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Digital Lending research is working on

907 papers in the recorded india scope.

Expand panel +
907papers
13,825worldwide comparison pool
907India-affiliated papers

Research orientation

Promising
328
Problem-identifying
180
Descriptive
177
Breakthrough
97
Cautionary
88
Comparative
24
Critical
13

Contribution mix

Empirical
377
Reviews
209
Methods-led
156
Position pieces
151
Theoretical
14

Tone counts: 834 positive · 6 neutral · 67 negative.

Common problems researchers identify
193 papers · 21.3% of this field
  • Financial services116 papers
  • FinTech75 papers
  • Financial inclusion37 papers
  • Payment21 papers
  • Data breach12 papers
  • Retail banking11 papers
  • Cryptocurrency10 papers
  • Investment10 papers

Landmark: Fintech and Financial Services : Initial Considerations

Cautions
88 papers · 9.7% of this field
  • Financial services51 papers
  • Financial inclusion22 papers
  • FinTech22 papers
  • Big data12 papers
  • Transformative learning12 papers
  • Payment11 papers
  • Corporate governance11 papers
  • Financial market10 papers

Landmark: The FinTech Opportunity

Opportunities
425 papers · 46.9% of this field
  • Financial services217 papers
  • FinTech120 papers
  • Financial inclusion82 papers
  • Payment58 papers
  • Database transaction46 papers
  • Transformative learning44 papers
  • Financial literacy34 papers
  • Transparency30 papers

Landmark: Fintech Adoption Drivers for Innovation for SMEs in Indonesia

Leading institutions

Columbia University
667
National Bureau of Economic Research
654
Cornell University
653
New York University
643
California University of Pennsylvania
623
International Monetary Fund
307

Leading researchers

Itay Goldstein
621
Wei Jiang
621
George Andrew Karolyi
621
Thomas Philippon
433
Andrei Kirilenko
214
Andrew W. Lo
214
Vikram Haksar
207
Dong He
198

Highly cited breakthrough-labelled papers

  • E.T.-RNN87 citations
  • Evolutionary Approaches and the Construction of Technology-Driven Regulations79 citations
  • Eagle Strategy Arithmetic Optimisation Algorithm with Optimal Deep Convolutional Forest Based FinTech Application for Hyper-automation32 citations
  • FinTech and consumers: a systematic review and integrative framework28 citations
  • Blockchain technology and real-time auditing: Transforming financial transparency and fraud detection in the Fintech industry12 citations

Common problems researchers identify

150 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

FinTech and Systemic RegulationCommon problems researchers identify · 01

FinTech and Systemic Regulation

55 papers

36.7% of this theme group

Researchers highlight how emerging financial technologies strain existing regulatory frameworks and public sector operations.

FinTech (41) · Financial services (40) · Financial regulation (7) · Financial system (4)

FINANCIAL INCLUSION THROUGH TECHNOLOGY: A REVIEW OF TRENDS IN EMERGING MARKETS

Enhancing public sector financial operations and inclusion through innovative Fintech solutions

View research history
YearShare index
2022245.3
2023251.7
2024240.7
2025249.6
Inclusion Gaps in Digital ServicesCommon problems researchers identify · 02

Inclusion Gaps in Digital Services

42 papers

28.0% of this theme group

Papers point to persistent barriers for underserved consumers despite advances in retail banking and payment platforms.

Financial inclusion (16) · Financial services (29) · Retail banking (5) · Payment (7)

Leveraging Financial Inclusion Through Technology-Enabled Services Innovation

Digital Finance, Financial Inclusion and Gender Equality: Strategies for Economic Empowerment of Women

View research history
YearShare index
2022883.7
2023861.1
2024968.4
20251054.2
Fraud and Data VulnerabilitiesCommon problems researchers identify · 03

Fraud and Data Vulnerabilities

33 papers

22.0% of this theme group

Studies expose rising fraud risks and data‑breach threats in cryptocurrency and mobile banking ecosystems.

Cryptocurrency (6) · Resilience (5) · Data breach (5) · Financial transaction (4)

Machine Learning Approaches for Fraud Detection and Risk Assessment in Mobile Banking Applications and Fintech Solutions

Combating Illicit Finance in Digital Payment Services: The Role of Data Analytics and Technology in Preventing Payment Fraud and Scams

View research history
YearShare index
2022187.0
2023177.3
2024122.5
2025199.7
Risk Management Integration ChallengesCommon problems researchers identify · 04

Risk Management Integration Challenges

20 papers

13.3% of this theme group

Works discuss difficulties embedding advanced risk analytics and credit scoring within traditional financial institutions.

Financial services (16) · Leverage (3) · Risk management (2) · Financial risk (2)

Integrating Risk Management in Fintech and Traditional Financial Institutions through AI and Machine Learning

AI-Powered Credit Scoring: Scalable Big Data Architectures and Explainable Decision Intelligence for the Financial Sector

View research history
YearShare index
202277.9
202384.4
202479.2
2025150.7

Cautions

67 papers · 3 recurring themes
3 cards

Swipe or scroll horizontally to browse.

Crypto‑Payment Interdependence RisksCautions · 01

Crypto‑Payment Interdependence Risks

24 papers

35.8% of this theme group

Authors caution that peer‑to‑peer lending and crypto markets may undermine financial stability and inclusion goals.

Cryptocurrency (5) · Mobile payment (4) · Financial inclusion (8) · Financial services (12)

Interdependence between online peer‐to‐peer lending and cryptocurrency markets and its effects on financial inclusion

Cryptography in Financial Markets: Potential Channels for Future Financial Stability

View research history
YearShare index
2022246.2
2023238.0
2024179.0
2025318.8
Systemic Risks from Big‑Data FinTechCautions · 02

Systemic Risks from Big‑Data FinTech

23 papers

34.3% of this theme group

Research warns that large‑scale data use in FinTech could amplify systemic vulnerabilities and complicate sustainable finance.

FinTech (14) · Financial services (13) · Systemic risk (4) · Big data (5)

FinTech and Sustainable Finance: How is FinTech Shaping the Future of Sustainable Finance?

The Complex Implications of Fintech for Financial Inclusion

View research history
YearShare index
2022182.3
2023175.6
2024135.0
2025240.2
Bias and Transparency in AI FinanceCautions · 03

Bias and Transparency in AI Finance

18 papers

26.9% of this theme group

Scholars emphasize the need for responsible AI practices to avoid bias and ensure openness in financial services.

Financial services (13) · Transformative learning (5) · FinTech (8) · Transparency (4)

Artificial Intelligence, Machine Learning, and Bias In Finance: Toward Responsible Innovation

Unleashing the Power of AI in Financial Services: Opportunities, Challenges, and Implications

View research history
YearShare index
202271.3
202398.3
2024120.6
2025241.2

A further 2 papers sit in smaller themes.

Opportunities

314 papers · 6 recurring themes
6 cards

Swipe or scroll horizontally to browse.

Mobile Solutions for InclusionOpportunities · 01

Mobile Solutions for Inclusion

82 papers

26.1% of this theme group

Papers explore how mobile payments and digital tools can reach unbanked populations and improve financial literacy.

Financial inclusion (52) · Mobile payment (16) · Financial literacy (21) · Financial services (44)

Advancing financial inclusion through fintech: Solutions for unbanked and underbanked populations

The Role of Financial Technology (FinTech) in Advancing Financial Inclusion and Equity.

View research history
YearShare index
2022115.8
2023142.0
2024128.5
2025265.9
FinTech‑Driven InnovationOpportunities · 02

FinTech‑Driven Innovation

60 papers

19.1% of this theme group

Works highlight new payment models and digital transformations reshaping financial services.

FinTech (40) · Financial innovation (9) · Financial services (26) · Payment (12)

FinTech and Financial Innovation: Drivers and Depth

Digital Transformation in Financial Services and FinTech: Trends, Innovations and Emerging Technologies

View research history
YearShare index
2022878.2
2023857.4
2024965.4
20251051.1
AI‑Enabled Sustainable FinanceOpportunities · 03

AI‑Enabled Sustainable Finance

56 papers

17.8% of this theme group

Research showcases artificial intelligence as a catalyst for greener, more resilient financial technologies.

Financial services (35) · Transformative learning (13) · Financial market (7) · Systemic risk (4)

Empowering Financial Services: The Transformative Impact of AI on FinTech Innovation

Leveraging Artificial Intelligence and Machine Learning for Sustainable Financial Technologies: Innovations, Challenges, and Future Prospect

View research history
YearShare index
202259.0
202382.2
2024256.7
2025191.7
Predictive Analytics for ScalabilityOpportunities · 04

Predictive Analytics for Scalability

56 papers

17.8% of this theme group

Studies demonstrate how advanced analytics and cloud‑based models can scale risk evaluation and market forecasting.

Financial services (31) · Analytics (11) · Scalability (9) · Leverage (7)

Transforming financial services through predictive analytics and banking systems integration

Deep Learning Architectures Deployed on Cloud Platforms for Dynamic Financial Risk Evaluation and Market Prediction

View research history
YearShare index
2022133.6
2023142.7
202489.7
2025192.5
Blockchain for TransparencyOpportunities · 05

Blockchain for Transparency

30 papers

9.6% of this theme group

Papers discuss blockchain’s role in real‑time auditing, fraud detection, and cross‑border financial services.

Blockchain (11) · Cryptocurrency (10) · Digital currency (8) · Currency (6)

Blockchain technology and real-time auditing: Transforming financial transparency and fraud detection in the Fintech industry

Blockchain Technology for Financial Services & Globalization

View research history
YearShare index
2022905.6
2023967.4
2024915.8
20251033.4
Deep Learning in Fraud DetectionOpportunities · 06

Deep Learning in Fraud Detection

30 papers

9.6% of this theme group

Research focuses on applying deep neural networks to identify credit card fraud and improve transaction security.

Credit risk (10) · Credit card fraud (5) · Database transaction (9) · Credit card (5)

Deep Learning in Financial Fraud Detection: Innovations, Challenges, and Applications

Application of Deep Learning in Financial Credit Card Fraud Detection

View research history
YearShare index
2022207.4
2023187.5
2024108.0
2025205.7

How this field compares with the research baseline

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

Research orientationThis fieldReference sample
Promising36.2%36.9%
Problem-identifying19.8%9.7%
Descriptive19.5%17.4%
Breakthrough10.7%26.7%
Cautionary9.7%4.6%
Comparative2.6%3.8%
Critical1.4%1.0%

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 & surveillanceSecurity and Privacy in FinTech121.75%7 (58.3%)0.91%
Bias & fairnessDigital Finance, Financial Inclusion and Gender Equality: Strategies for Economic Empowerment of Women30.44%2 (66.7%)0.1%
Concentration of compute powerModerating effect of fintech adoption on market power and bank stability Nexus: Indian evidence30.44%0 (0.0%)0.26%
Energy & datacenter footprintAccelerating agricultural green development in ASEAN: The power of digital inclusive finance20.29%0 (0.0%)0.23%
Carbon & emissions of computeRethinking portfolio design with sustainable AI and FinTech: dynamic spillovers in a quantile–frequency framework10.15%0 (0.0%)0.01%
Labour & data workEnsuring financial inclusion through platform design: Technical frameworks for inclusive growth in the digital labor eco10.15%0 (0.0%)0.04%
Safety & misuseBridging Misinformation Gaps: A Framework for Enhancing Trust and Financial Literacy in Microinsurance Adoption among Sm10.15%0 (0.0%)0.08%
Water use00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.0%

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

DEMAND, SUPPLY & PLACE

Where demand signals run ahead of mapped supply — New York City

Compare demand signals in New York City’s newsflow with the digital lending 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 PERIOD2025-05-01 to 2026-05-01Against 2024-05-01 to 2025-05-01Explore 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 →

7 New York City demand signals compared with mapped digital lending supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Layoffs & income shocks ↗Spending Pressure66.725.0+41.7+20.6%
Interest rates & policy ↗Macro Pressure100.0100.0+0.0+46.8%
Lending & credit access ↗Demand Driver16.725.0-8.3+13.4%
Market volatility ↗Macro Pressure50.0—No matching category—+20.4%
Crypto & digital assets ↗Adoption Shift58.3—No matching category—+43.6%
Fraud, scams & consumer trust ↗Trust Friction25.0—No matching category—-8.3%
Data & privacy regulation ↗Compliance Pressure33.3—No matching category—+21.3%

Showing all 7 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. New York City is highlighted.

Mentions per 10,000 articles

Each city’s reading is a share of its own coverage. Rows cover all of the United States for this page's signal families; New York City is marked.

Lebanon151.5

Market volatility · Interest rates & policy · Layoffs & income shocks

Seattle122.1

Layoffs & income shocks · Fraud, scams & consumer trust · Crypto & digital assets

St. Louis111.1

Layoffs & income shocks · Interest rates & policy · Fraud, scams & consumer trust

Cleveland92.1

Interest rates & policy · Lending & credit access · Layoffs & income shocks

San Diego89.3

Fraud, scams & consumer trust · Layoffs & income shocks · Lending & credit access

Orlando86.1

Fraud, scams & consumer trust · Layoffs & income shocks · Interest rates & policy

New York City83.4

Interest rates & policy · Layoffs & income shocks · Market volatility

San Francisco81.9

Layoffs & income shocks · Crypto & digital assets · Fraud, scams & consumer trust

Minneapolis62.6

Layoffs & income shocks · Lending & credit access · Interest rates & policy

Detroit60.0

Layoffs & income shocks · Interest rates & policy · Lending & credit access

Portland58.0

Layoffs & income shocks · Fraud, scams & consumer trust · Lending & credit access

Dallas57.9

Layoffs & income shocks · Lending & credit access · Interest rates & policy

Inside the leading signals

Open any signal for its quarterly history
SPENDING PRESSURELayoffs & income shocks+41.7percentile-point gap
THE OPERATING HYPOTHESIS

Layoff cycles can pull discretionary spend back toward value offerings.

20.88mentions per 10,000 articles+20.6%share change vs prior year

Mapped digital lending categories

  • Nbfc Lenders271

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

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

0102029392024Q3: 152024Q32024Q4: 192024Q42025Q1: 192025Q12025Q2: 142025Q22025Q3: 162025Q32025Q4: 332025Q42026Q1: 202026Q1
View quarterly signal counts
Layoffs & income shocks in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q312315.47
2024Q416319.67
2025Q119719.66
2025Q212614.45
2025Q339416.0
2025Q428333.97
2026Q117920.14

Where this signal concentrates in the comparison geography

Seattle97.5 / 10,000
St. Louis66.7 / 10,000
Minneapolis47.4 / 10,000
MACRO PRESSUREInterest rates & policy+0.0percentile-point gap
THE OPERATING HYPOTHESIS

Rate moves can reprice every loan book — lending and deposit products feel it first.

25.46mentions per 10,000 articles+46.8%share change vs prior year

Mapped digital lending categories

  • Nbfc Lenders271
  • Cloud Banking17

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

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

0122335472024Q3: 222024Q32024Q4: 192024Q42025Q1: 122025Q12025Q2: 182025Q22025Q3: 212025Q32025Q4: 402025Q42026Q1: 242026Q1
View quarterly signal counts
Interest rates & policy in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q317522.01
2024Q416219.55
2025Q112412.37
2025Q216518.93
2025Q353121.56
2025Q433840.57
2026Q121924.64

Where this signal concentrates in the comparison geography

Lebanon42.5 / 10,000
St. Louis29.3 / 10,000
New York City26.7 / 10,000
DEMAND DRIVERLending & credit access-8.3percentile-point gap
THE OPERATING HYPOTHESIS

Credit demand can pull origination, underwriting and collections capacity with it.

3.75mentions per 10,000 articles+13.4%share change vs prior year

Mapped digital lending categories

  • Nbfc Lenders271

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

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

013462024Q3: 32024Q32024Q4: 22024Q42025Q1: 22025Q12025Q2: 52025Q22025Q3: 22025Q32025Q4: 42025Q42026Q1: 42026Q1
View quarterly signal counts
Lending & credit access in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q3273.4
2024Q4172.05
2025Q1302.99
2025Q2445.05
2025Q3662.68
2025Q4414.92
2026Q1434.84

Where this signal concentrates in the comparison geography

Cleveland22.9 / 10,000
Charlotte14.6 / 10,000
Dallas14.6 / 10,000
MACRO PRESSUREMarket volatility—supply not mapped
THE OPERATING HYPOTHESIS

Volatility can drive trading, hedging and advice-seeking in the same week it spikes.

13.12mentions per 10,000 articles+20.4%share change vs prior year

Mapped digital lending categories

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

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

081523312024Q3: 42024Q32024Q4: 62024Q42025Q1: 132025Q12025Q2: 222025Q22025Q3: 32025Q32025Q4: 202025Q42026Q1: 262026Q1
View quarterly signal counts
Market volatility in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q3374.65
2024Q4556.64
2025Q113813.77
2025Q219722.6
2025Q3883.57
2025Q417420.88
2026Q123926.89

Where this signal concentrates in the comparison geography

Lebanon75.4 / 10,000
New York City13.5 / 10,000
Cleveland6.4 / 10,000
ADOPTION SHIFTCrypto & digital assets—supply not mapped
THE OPERATING HYPOTHESIS

Crypto cycles can pull exchange, wallet and compliance demand in waves.

6.0mentions per 10,000 articles+43.6%share change vs prior year

Mapped digital lending categories

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

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

04813172024Q3: 22024Q32024Q4: 42024Q42025Q1: 32025Q12025Q2: 52025Q22025Q3: 12025Q32025Q4: 142025Q42026Q1: 102026Q1
View quarterly signal counts
Crypto & digital assets in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q3232.89
2024Q4364.34
2025Q1353.49
2025Q2525.96
2025Q3431.75
2025Q412114.52
2026Q19110.24

Where this signal concentrates in the comparison geography

San Francisco12.8 / 10,000
Austin10.7 / 10,000
Lebanon9.0 / 10,000
TRUST FRICTIONFraud, scams & consumer trust—supply not mapped
THE OPERATING HYPOTHESIS

Trust friction can reward whoever fixes service, complaints and fraud handling.

9.61mentions per 10,000 articles-8.3%share change vs prior year

Mapped digital lending categories

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

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

071522292024Q3: 152024Q32024Q4: 102024Q42025Q1: 62025Q12025Q2: 42025Q22025Q3: 32025Q32025Q4: 112025Q42026Q1: 252026Q1
View quarterly signal counts
Fraud, scams & consumer trust in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q312115.22
2024Q48710.5
2025Q1706.99
2025Q2384.36
2025Q3773.13
2025Q49311.16
2026Q122525.32

Where this signal concentrates in the comparison geography

San Diego46.8 / 10,000
Orlando45.8 / 10,000
Baltimore35.2 / 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.

1.7mentions per 10,000 articles+21.3%share change vs prior year

Mapped digital lending categories

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

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

012232024Q3: 02024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 02025Q22025Q3: 12025Q32025Q4: 02025Q42026Q1: 22026Q1
View quarterly signal counts
Data & privacy regulation in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q360.75
2024Q4121.45
2025Q1282.79
2025Q240.46
2025Q3491.99
2025Q480.96
2026Q1212.36

Where this signal concentrates in the comparison geography

San Francisco7.5 / 10,000
Dallas4.0 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

New York City digital lending coverage

Expand panel +
RESEARCH CONTEXT · 2017

The Cost and Affordability of Flood Insurance in New York City: Economic Impacts of Rising Premiums and Policy Options for One- to Four-Family Homes

RAND Corporation eBooks

28 citations in the snapshot

RESEARCH CONTEXT · 2022

Black Race, Hispanic Ethnicity, and Medicaid Insurance Are Associated With Lower Rates of Rotator Cuff Repair in New York State

Arthroscopy The Journal of Arthroscopic and Related Surgery

16 citations in the snapshot

RESEARCH CONTEXT · 2017

Contribution of Bancassurance on the Performance of Bank: A Case Study of Acquisition of Shares in Max New York Life Insurance by Axis Bank

Journal of Business & Financial Affairs

11 citations in the snapshot

RESEARCH CONTEXT · 2022

Association of Insurance Mix and Diagnostic Coding Practices in New York State Hospitals

JAMA Health Forum

11 citations in the snapshot

What is growing in this coverage

New York City coverage of this page's demand families

KeywordRecent articlesPrior articlesShare change
antitrust investigations12520335.7%
crude oil prices8417244.4%
forex liquidity5411242.2%
sectoral price pressures6317158.3%
payday alternative loans258117.8%
platinum supply trends3211102.8%

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

UNDERSTAND THE LANDSCAPE

Digital Lending in New York City: 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.

Company ecosystem snapshot: 3 September 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