Industry landscapes
The companies, capital and talent shaping accounting and tax software in New York City. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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 ↗
A few useful ratios bring the size of this ecosystem into perspective.
48 of 372 tracked companies have open roles.
161 of 372 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 313 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 46.9% of disclosed capital, while 56.7% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $118.81M | 16 | 10 |
| 2017 | $48.64M | 22 | 9 |
| 2018 | $493.69M | 26 | 14 |
| 2019 | $325.44M | 18 | 24 |
| 2020 | $508.81M | 25 | 23 |
| 2021 | $2.97B | 33 | 32 |
| 2022 | $2.15B | 41 | 39 |
| 2023 | $770.39M | 36 | 27 |
| 2024 | $1.09B | 15 | 33 |
| 2025 | $1.79B | 3 | 36 |
Share of all disclosed company funding.
365 recorded rounds since 2016
Recorded participation in accounting and tax software company rounds since 2016.
Backed by RRE Ventures and Link Ventures and others.
Backed by .
Backed by .
Backed by Chailease Holding and Andre Koo and others.
Backed by Acrew Capital and Thomson Reuters Ventures.
Backed by SIG Venture Capital and Bessemer Venture Partners and others.
Backed by .
Backed by Resolute Ventures and shuckerVC and others.
Backed by Iconiq Capital and Founders Fund and others.
Backed by Founders Fund and Redpoint Ventures and others.
Backed by Thrive Capital and Sands Capital and others.
Backed by Lightspeed Venture Partners and Alpha Wave Global and others.
Backed by Insight Partners and Tiger Global Management and others.
Backed by Thrive Capital and General Catalyst and others.
Backed by HPS Investment Partners and CD&R.
Backed by Founders Fund and Thrive Capital and others.
Backed by Founders Fund and Thrive Capital and others.
Backed by Spectrum Equity and 22C Capital.
Exact designated identities and reviewed filing records were checked, but this page has neither a qualifying preview account nor a target cohort meeting the ten-entity aggregate floor.
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.
11 of the 372 companies on this page carry a measured traffic record (3%); these are the largest of those, by monthly visits. The median among them is 176,796 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| Rampramp.com | 4,403,691 | 53 | 36.4% |
| Harvestgetharvest.com | 769,248 | 57 | 21.4% |
| Wrapbookwrapbook.com | 397,003 | 43 | 16.5% |
| Diligentdiligent.com | 331,511 | 48 | 66.9% |
| Meliomeliopayments.com | 325,347 | 43 | 22.7% |
| MailerSendmailersend.com | 176,796 | 40 | 16.3% |
| Papaya Globalpapayaglobal.com | 138,638 | 46 | 32.6% |
| Mightymighty.com | 132,096 | 37 | 1.9% |
| PriorTaxpriortax.com | 95,516 | 25 | 83.7% |
| Bloomberg Tax & Accountingbloombergtax.com | 91,858 | 47 | 2.1% |
Visits and authority are third-party web estimates, not company-reported figures.
34 of these companies (9.1%) publish at least one Android app — 60 apps in all, carrying 6.4M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| DailyPay On-Demand PayDailyPay | 4.1M | 4.7 | Finance |
| Lili - Business BankingLili | 838.8K | 4.1 | Finance |
| Harvest: Track Time & InvoiceHarvest | 369.2K | 4.2 | Business |
| RampRamp | 345K | 4.7 | Finance |
| Time Clock WizardTime Clock Wizard | 156.6K | 2.9 | Business |
| PEX: Simplify your spendingPEX Card | 106.4K | 4.6 | Business |
| PNC EarnedItDailyPay | 45.6K | 4.7 | Finance |
| JustworksJustworks | 42.1K | 4.5 | Business |
| Fisibility AIFisibility | 36.8K | — | Business |
| StubCreator: Paystub GeneratorStubcreator | 31.9K | 4.3 | Business |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q3–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Finance & Accounting Tech | 55 | 6.3M | DailyPay On-Demand Pay 4.1M | |
| Payments | 11 | 4.7M | Ramp 345K | |
| Hrtech | 33 | 4.6M | Time Clock Wizard 156.6K | |
| Alternative Lending | 3 | 4.2M | PNC EarnedIt 45.6K | |
| Banking Tech | 4 | 854K | Lili - Business Banking 838.8K | |
| Online Travel | 6 | 501.5K | PEX: Simplify your spending 106.4K | |
| Grc Software | 7 | 65.5K | Diligent Boards 30.7K | |
| Employee Health It | 2 | 42.2K | Justworks 42.1K |
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.
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.
Darker bars are new releases, lighter bars apps updated. 59 of 60 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
48 companies hiring · $11.12B disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
Reliance 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.
Cube, 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.
Zenskar, 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.
Mutares SE & Co. KGaA has signed agreements to acquire two automotive supplier businesses from Magna.
Nitra snags $187 million in funding New York-based Nitra aims to make administrative work easier for healthcare practices.
Xero’s acquisition of Melio targets a $29 billion US SMB payments market and makes significant strides in Xero’s 3×3 expansion strategy and US growth ambitions.
At about the same time, Plusgrade, a company established in Montreal, received a $1 billion investment, confirming that significant cash was moving north.
Tropic, a biotechnology company based in Norwich, UK, has raised $105 million in a series C funding round to expand the commercial production of its banana varieties and advance the development of other crops.
PEX Card, a corporate card and spend management platform for businesses, has raised $9.7M in funding according to a recent SEC filing.
SpotDraft, an AI-powered contract lifecycle management (CLM) platform, on Tuesday raised $8 million from Qualcomm Ventures in an extended Series B round.
Top 10 categories among 328 recorded events in the 24-month window.
1 companies with recorded IPO activity
IPO1 reports
28 tracked people moves
Appointment Chief Technology Officer
Resignation Previously Board Member
Appointment Board Member
Appointment chief information security officer
Appointment Chief Executive Officer
Appointment Chief Revenue Officer
Appointment Chief Financial Officer
Appointment Chief Marketing Officer
Products, platforms and features in the recorded window
AI Assistant
Governance Agent
Platform integration
Integration
Regulatory Compliance
Supply chain & third-party risk intelligence platform
Loyalty
loyalty products
5 recorded customer wins
2 companies with reported reductions
200 rolescost reduction
160 roles
3 recorded events
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| reliance retail→Anomaly ↗ | Completed | 2026-05-05 | Not stated in snapshot |
| Mutares SE & Co. KGaA→Magna ↗ | Announced | 2026-04-09 | Not stated in snapshot |
| xero→Melio ↗ | Completed | 2026-03-24 | Not stated in snapshot |
| Cube→4crisk.ai | Announced | 2026-02-20 | Not stated in snapshot |
| Cube→RCRisk.ai | Announced | 2026-02-20 | Not stated in snapshot |
| Payward→Magna ↗ | Announced | 2026-02-18 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
1,055 postings in the preceding 12 months. The full 2,336-posting snapshot covers 79 employers.
38 tracked postings mention remote work.
422 postings specify a level.
Top skills across 2,336 tracked postings in the available jobs snapshot.
Median across 222 postings with pay data, expressed in USD.
Advertised posting medians do not describe all employees or roles.
| Company | Open roles |
|---|---|
| Justworks ↗ | 9 |
| Nitra ↗ | 8 |
| DailyPay ↗ | 7 |
| TRG Screen ↗ | 7 |
| Ocrolus ↗ | 7 |
| Vialto Partners ↗ | 6 |
| Solytics Partners ↗ | 6 |
| Plusgrade ↗ | 5 |
| Company | Employees |
|---|---|
| Justworks ↗ | 55,459 |
| Papaya Global ↗ | 850 |
| DailyPay ↗ | 845 |
| Riskified ↗ | 781 |
| Tropic ↗ | 296 |
| BetterCloud ↗ | 277 |
| Wrapbook ↗ | 258 |
| Jeeves ↗ | 237 |
319 founders and chief executives across 208 companies.
Ex-Founder Paribus, Oliver Wyman. Harvard University BA 2011 & MS 2011
Ex-FIMI Opportunity Fund, The Atalef Association. Tel Aviv University BA, LLB 2014
Ex-Co-Founder & COO Jeeng, PayPal, True Money, Drexel University M.S 2005
Ex-Vidmind, Phoenix Technologies, BeInSync. University of Haifa BSc 2001
Rapid Ratings International, ex-Rapid Ratings, University of Toronto, 1981
Ex: National Center for High Performance Computing, Bloomberg BNA, Walter Reed Army Institute of Research.
Riskified, ex-Billguard, ex-Bezalel Academy Of Art And Design, Massachusetts Institute of Technology, 2005
Ex- PwC. Manhattan College BA 1984
Green Seal, ex-Brightfield, Viridis, Whiteboard Advisors, hiQ Labs. University of Richmond BA 1998, Columbia Business School MBA 2007
Ex-NYC Functional Programming, The Climate, Nfinity, Fintria, Barclays Investment Bank. University of Virginia BS 2013
Ex-Founder Film Casualty Insurance Agency, Co-Founder Sprinkle Lab, Invisible Children.
Exiger, ex-Arbortrek Canopy Adventures, ex-Private Equity, The University of Western Ontario, 1981
106 profiles with education records.
31 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
20,022 articles in the measured 12-month window.
Accounting and Tax Software coverage tagged New York City · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 2,963 |
| 2021Q3 | 3,599 |
| 2021Q4 | 3,481 |
| 2022Q1 | 4,257 |
| 2022Q2 | 4,123 |
| 2022Q3 | 3,401 |
| 2022Q4 | 3,643 |
| 2023Q1 | 3,775 |
| 2023Q2 | 4,043 |
| 2023Q3 | 3,770 |
| 2023Q4 | 3,921 |
| 2024Q1 | 5,235 |
| 2024Q2 | 4,455 |
| 2024Q3 | 4,531 |
| 2024Q4 | 4,830 |
| 2025Q1 | 5,562 |
| 2025Q2 | 4,381 |
| 2025Q3 | 5,762 |
| 2025Q4 | 4,257 |
| 2026Q1 | 5,251 |
Article volume measures coverage, not market sales.
570 recorded company events across 46 companies; percentages use that event total.
Accounting and Tax Software coverage tagged New York City · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
United States comparison coverage
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| stablecoin fx impact | 13,434 | 6,005 | 124% |
| stock price | 9,691 | 4,500 | 115% |
| etf trading | 8,247 | 3,359 | 146% |
| investment deal | 7,375 | 1,414 | 422% |
| etfs | 7,169 | 2,969 | 141% |
| decentralized forex | 6,986 | 3,549 | 97% |
| sector etfs | 6,864 | 2,864 | 140% |
| etf structures | 6,421 | 2,622 | 145% |
| etf products | 6,339 | 2,481 | 156% |
| share price | 5,711 | 2,242 | 155% |
| flood stage forecasting | 119 | 10,236 | -99% |
| hydrologic risk modeling | 26 | 10,145 | -100% |
| coastal flooding study | 121 | 4,687 | -97% |
| flood control measures | 86 | 3,644 | -98% |
| severe weather warning | 340 | 3,275 | -90% |
United States comparison coverage
economic slowdown, stock performance, currency intervention policies
49.0% critical · 33.8% positiveinflation reports fx, currency intervention policies, trade deficits fx
37.5% critical · 48.9% positivegdp growth forex, inflation reports fx, trade deficits fx
43.1% critical · 39.1% positiveAccounting and Tax Software coverage tagged New York City. Topic labels describe recorded classifications and can include broad context.
907 papers in the recorded india scope.
Tone counts: 834 positive · 6 neutral · 67 negative.
Landmark: Fintech and Financial Services : Initial Considerations
Landmark: The FinTech Opportunity
Landmark: Fintech Adoption Drivers for Innovation for SMEs in Indonesia
Common problems researchers identify · 0136.7% of this theme group
Researchers highlight how fintech reshapes financial services, regulation, and system stability in emerging markets.
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
| Year | Share index |
|---|---|
| 2022 | 245.3 |
| 2023 | 251.7 |
| 2024 | 240.7 |
| 2025 | 249.6 |
Common problems researchers identify · 0228.0% of this theme group
Papers flag challenges of delivering equitable retail banking and payment services to underserved populations.
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
| Year | Share index |
|---|---|
| 2022 | 883.7 |
| 2023 | 861.1 |
| 2024 | 968.4 |
| 2025 | 1054.2 |
Common problems researchers identify · 0322.0% of this theme group
Studies expose vulnerabilities in cryptocurrency transactions and mobile payment platforms, emphasizing fraud detection needs.
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
| Year | Share index |
|---|---|
| 2022 | 187.0 |
| 2023 | 177.3 |
| 2024 | 122.5 |
| 2025 | 199.7 |
Common problems researchers identify · 0413.3% of this theme group
Works point to difficulties merging AI‑driven risk models with 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
| Year | Share index |
|---|---|
| 2022 | 77.9 |
| 2023 | 84.4 |
| 2024 | 79.2 |
| 2025 | 150.7 |
Cautions · 0135.8% of this theme group
Authors caution that peer‑to‑peer lending and crypto markets may undermine financial inclusion and stability.
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
| Year | Share index |
|---|---|
| 2022 | 246.2 |
| 2023 | 238.0 |
| 2024 | 179.0 |
| 2025 | 318.8 |
Cautions · 0234.3% of this theme group
Research warns that large‑scale data use in fintech could amplify systemic risk 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
| Year | Share index |
|---|---|
| 2022 | 182.3 |
| 2023 | 175.6 |
| 2024 | 135.0 |
| 2025 | 240.2 |
Cautions · 0326.9% of this theme group
Papers urge careful oversight of AI/ML applications to prevent 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
| Year | Share index |
|---|---|
| 2022 | 71.3 |
| 2023 | 98.3 |
| 2024 | 120.6 |
| 2025 | 241.2 |
A further 2 papers sit in smaller themes.
Opportunities · 0126.1% of this theme group
Studies explore how mobile payments and fintech tools can reach unbanked 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.
| Year | Share index |
|---|---|
| 2022 | 115.8 |
| 2023 | 142.0 |
| 2024 | 128.5 |
| 2025 | 265.9 |
Opportunities · 0219.1% of this theme group
Research highlights digital transformation and emerging technologies reshaping payment ecosystems and 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
| Year | Share index |
|---|---|
| 2022 | 878.2 |
| 2023 | 857.4 |
| 2024 | 965.4 |
| 2025 | 1051.1 |
Opportunities · 0317.8% of this theme group
Works examine how artificial intelligence can foster sustainable financial technologies while managing systemic risk.
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
| Year | Share index |
|---|---|
| 2022 | 59.0 |
| 2023 | 82.2 |
| 2024 | 256.7 |
| 2025 | 191.7 |
Opportunities · 0417.8% of this theme group
Papers discuss leveraging deep learning and cloud platforms to enhance 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
| Year | Share index |
|---|---|
| 2022 | 133.6 |
| 2023 | 142.7 |
| 2024 | 89.7 |
| 2025 | 192.5 |
Opportunities · 059.6% of this theme group
Research investigates blockchain’s role in real‑time auditing, fraud detection, and global financial service integration.
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
| Year | Share index |
|---|---|
| 2022 | 905.6 |
| 2023 | 967.4 |
| 2024 | 915.8 |
| 2025 | 1033.4 |
Opportunities · 069.6% of this theme group
Studies focus on applying deep neural networks to improve detection of credit card fraud and credit risk assessment.
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
| Year | Share index |
|---|---|
| 2022 | 207.4 |
| 2023 | 187.5 |
| 2024 | 108.0 |
| 2025 | 205.7 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 36.2% | 37.6% |
| Problem-identifying | 19.8% | 9.6% |
| Descriptive | 19.5% | 17.3% |
| Breakthrough | 10.7% | 26.4% |
| Cautionary | 9.7% | 4.5% |
| Comparative | 2.6% | 3.8% |
| Critical | 1.4% | 0.8% |
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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceSecurity and Privacy in FinTech | 12 | 1.75% | 7 (58.3%) | 0.91% |
| Bias & fairnessDigital Finance, Financial Inclusion and Gender Equality: Strategies for Economic Empowerment of Women | 3 | 0.44% | 2 (66.7%) | 0.1% |
| Concentration of compute powerModerating effect of fintech adoption on market power and bank stability Nexus: Indian evidence | 3 | 0.44% | 0 (0.0%) | 0.26% |
| Energy & datacenter footprintAccelerating agricultural green development in ASEAN: The power of digital inclusive finance | 2 | 0.29% | 0 (0.0%) | 0.23% |
| Carbon & emissions of computeRethinking portfolio design with sustainable AI and FinTech: dynamic spillovers in a quantile–frequency framework | 1 | 0.15% | 0 (0.0%) | 0.01% |
| Labour & data workEnsuring financial inclusion through platform design: Technical frameworks for inclusive growth in the digital labor eco | 1 | 0.15% | 0 (0.0%) | 0.04% |
| Safety & misuseBridging Misinformation Gaps: A Framework for Enhancing Trust and Financial Literacy in Microinsurance Adoption among Sm | 1 | 0.15% | 0 (0.0%) | 0.08% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Hardware, e-waste & supply chain | 0 | 0.0% | 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.
Compare demand signals in New York City’s newsflow with the accounting and tax software categories mapped to each signal.
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.
Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.
Swipe horizontally to compare all columns →
| Signal family | Signal percentile | Supply percentile | Relative gap | Gap (points) | Signal share vs prior year |
|---|---|---|---|---|---|
| Tech workforce shifts ↗Spending Pressure | 100.0 | 0.0 | +100.0 | +22.5% | |
| Data & privacy regulation ↗Compliance Pressure | 45.8 | 33.3 | +12.5 | +21.3% | |
| Cloud & platform build-out ↗Infrastructure Shift | 25.0 | 66.7 | -41.7 | -15.4% | |
| Open-source momentum ↗Ecosystem Signal | 25.0 | 100.0 | -75.0 | — | |
| Security incidents & breaches ↗Risk Pressure | 54.2 | — | No matching category | — | -1.7% |
Showing all 5 signals. Select a family for its history and mapped categories.
All 12 city readings for these demand families in the comparison geography. New York City is highlighted.
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.
Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out
Tech workforce shifts · Cloud & platform build-out · Security incidents & breaches
Tech workforce shifts · Security incidents & breaches · Data & privacy regulation
Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out
Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out
Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out
Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out
Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out
Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out
Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out
Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out
Tech workforce shifts · Security incidents & breaches · Cloud & platform build-out
Hiring, visa and layoff cycles can resize teams — per-seat budgets tend to follow.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 56 | 7.04 |
| 2024Q4 | 127 | 15.32 |
| 2025Q1 | 151 | 15.07 |
| 2025Q2 | 77 | 8.83 |
| 2025Q3 | 312 | 12.67 |
| 2025Q4 | 196 | 23.52 |
| 2026Q1 | 115 | 12.94 |
Privacy rules can land as engineering requirements — consent, data handling and audit tooling follow.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 6 | 0.75 |
| 2024Q4 | 12 | 1.45 |
| 2025Q1 | 28 | 2.79 |
| 2025Q2 | 4 | 0.46 |
| 2025Q3 | 49 | 1.99 |
| 2025Q4 | 8 | 0.96 |
| 2026Q1 | 21 | 2.36 |
Cloud and platform build-out can multiply the pipelines and environments a team must manage.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 22 | 2.77 |
| 2024Q4 | 12 | 1.45 |
| 2025Q1 | 43 | 4.29 |
| 2025Q2 | 13 | 1.49 |
| 2025Q3 | 48 | 1.95 |
| 2025Q4 | 34 | 4.08 |
| 2026Q1 | 12 | 1.35 |
Open-source momentum can seed the commercial layer around the projects teams adopt.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 13 | 1.64 |
| 2024Q4 | 10 | 1.21 |
| 2025Q1 | 11 | 1.1 |
| 2025Q2 | 9 | 1.03 |
| 2025Q3 | 26 | 1.06 |
| 2025Q4 | 6 | 0.72 |
| 2026Q1 | 22 | 2.48 |
Breach pressure can push security into every buying decision.
This signal has no matching category in the page’s accounting and tax software market map, so no supply percentile or gap is assigned.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 24 | 3.02 |
| 2024Q4 | 37 | 4.46 |
| 2025Q1 | 36 | 3.59 |
| 2025Q2 | 28 | 3.21 |
| 2025Q3 | 85 | 3.45 |
| 2025Q4 | 40 | 4.8 |
| 2026Q1 | 25 | 2.81 |
New York City accounting and tax software coverage
IEEE Access
23 citations in the snapshot
SSRN Electronic Journal
14 citations in the snapshot
International Journal for Research in Applied Science and Engineering Technology
7 citations in the snapshot
Journal of the Brazilian Computer Society
6 citations in the snapshot
the United States coverage of this page's demand families
| Keyword | Recent articles | Prior articles | Share change |
|---|---|---|---|
| cyber laws | 118 | 50 | 190.9% |
| cloud backup solutions | 49 | 21 | 187.6% |
| arch linux | 51 | 25 | 151.4% |
| green data centers | 200 | 117 | 110.7% |
| os portability | 117 | 73 | 97.5% |
| cost-effective trademarks | 64 | 43 | 83.4% |
Share changes describe coverage in the stated comparison periods, not search demand or market size.
Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
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 ↗