VC fundraising for financial data & analytics companies

Financial data has been the most resilient pocket of fintech for VC across the last three cycles. High gross margins, multi-year contracts and the strategic importance of proprietary data to asset managers and banks have held valuations up through periods when consumer fintech compressed 70 to 80 percent. Investors price on net revenue retention, contract durability and dataset depth rather than top-line ARR growth alone.

The investor mix runs across fintech specialists with strong data books (Ribbit, QED, Bain Capital Ventures), generalists with deep enterprise-data experience (Sequoia, a16z, Index, Insight) and the strategic arms of the exchange groups and information businesses that buy from this segment. Corporate VC participation is meaningful - Goldman Sachs, Citi Ventures and the exchange-group venture units take positions in datasets they expect to license. Flow has direct relationships across this base.

Flow has experience running VC fundraising processes for financial data and analytics companies across market data, alternative data, ESG and ratings, research platforms and analytics for asset managers, banks and corporates. Our extensive investor network spans early-stage seed funds, growth-stage investors, and strategic and corporate VC arms.

Orka
Krita
GoTrendier
Ziik
Sentryc
Legendary Play
MILES
Picus Security
Project Space
sevDesk
AVE & YOU
Metaloop
Orka
Krita
GoTrendier
Ziik
Sentryc
Legendary Play
MILES
Picus Security
Project Space
sevDesk
AVE & YOU
Metaloop
Orka
Krita
GoTrendier
Ziik
Sentryc
Legendary Play
MILES
Picus Security
Project Space
sevDesk
AVE & YOU
Metaloop

"Financial data & analytics" KPIs VC investors look at

The metrics venture investors benchmark before pricing a round - in diligence, at the IC table, on the term sheet.

ARR

Net revenue retention

Gross margin

Contracted backlog

Data royalty cost

Logo retention

ACV per customer

Deferred revenue

Active terminals / seats

Financial data & analytics valuations in May 2026

Public financial data & analytics comps trade at 4.9x EV/Revenue. Median revenue multiple across financial data & analytics VC rounds was 16x in the last 12 months.

4.9x

Median EV/Revenue as of May 2026 for public financial data & analytics companies

8.8x

S&P Global

S&P Global is the highest valued public financial data & analytics company based on EV/Revenue (excluding outliers)

7.1x

Median EV/Revenue across financial data & analytics M&A deals in the last 12 months

16x

Median EV/Revenue across financial data & analytics VC rounds in the last 12 months

Key recent financial data & analytics VC rounds

$715M Undisclosed stage raised by Zelo was the largest financial data & analytics VC round completed in the last six months.

See all financial data & analytics VC rounds
LogoHQDescriptionInvestors
Dec-25
Zelo
Zelo is a Dubai-based digital financing platform regulated by the DFSA, offering invoice discounting and revenue-based funding to SMEs in the UAE and GCC. Approved invoices unlock capital within 24 hours via ACH transfers, with repayments tied to daily revenue shares through integrations with Xero and QuickBooks. Launched in 2021, Zelo has disbursed over AED 100 million to e-commerce and services firms.
IHC
$715M
-
Undisclosed stage
Jan-26
WeLab
WeLab is a Hong Kong-headquartered fintech company delivering digital lending and banking services across Asia, powered by proprietary AI-driven risk assessment analyzing mobile behavioral data. Operating in Hong Kong, China mainland, Indonesia, and India, it serves over 60 million users through consumer finance apps and partners with banks like Bank Negara Indonesia for B2B credit solutions. Founded in 2013, WeLab holds virtual bank licenses in Hong Kong and Indonesia, processing loans in seconds with default rates below industry averages.
Allianz XFubon Bank+3
$220M
-
Series D
Mar-26
9fin
9fin is a London-based data and analytics provider for credit markets, serving finance, investment banking, and asset management professionals. The platform delivers tools for financial data analysis, risk assessment, market screening, and team collaboration on bond issuance, loans, and leveraged finance deals.
CPP InvestmentsHarbourVest Partners+4
$170M
$1.3B
Series C
Jan-26
Alpaca
Alpaca is a New York-headquartered developer platform offering API-based brokerage services for stock and cryptocurrency trading. The infrastructure provides commission-free execution, real-time market data feeds, paper trading environments, and advanced order types including algorithmic strategies. Backed by Y Combinator and investors like Spark Capital, Alpaca powers trading apps for retail and institutional users across multiple global markets.
Nol Card balance checkDiagram Ventures+10
$150M
$1.1B
Series D
May-26
Elliptic
Elliptic is a London-headquartered provider of blockchain analytics and cryptocurrency compliance software. Its platform monitors transactions across Bitcoin, Ethereum, and 100-plus chains for illicit activity, offering wallet screening, risk scoring, and investigation tools to exchanges, banks, and regulators. Clients include Coinbase and major financial institutions worldwide.
AlbionVCBritish Business Bank Investments+5
$120M
$670M
Series D
Mar-26
Theo
Theo is a trading platform linking on-chain capital to global markets with institutional-grade infrastructure. Launched on Solana in 2023, it offers automated strategies, portfolio management, and API access for hedge funds and retail traders. The platform executes over $500 million in daily volume, supporting perpetuals on BTC, ETH, and altcoins with sub-second latency across 10 exchanges.
-
$100M
-
Undisclosed stage
Feb-26
TRM Labs
TRM Labs provides blockchain intelligence tools for financial institutions, crypto firms, and agencies like the FBI and IRS to detect and investigate cryptocurrency crimes. Trusted by clients including PayPal, Visa, FTX, Uniswap, and Anchorage, the company has raised over $79 million from investors such as JPMorgan Chase, Citi, and Tiger Global. Operating remotely with hubs in San Francisco, Washington, DC, and London, TRM employs experts from the U.S. Secret Service, Treasury, and Coinbase.
Alumni VenturesBessemer Venture Partners+9
$70M
$1.0B
Series C
Dec-25
Esusu
Esusu is a New York-headquartered financial technology company founded in 2016 that reports renters' on-time payments to major credit bureaus like Equifax, Experian, and TransUnion. Property owners leverage its analytics dashboard to screen tenants, forecast cash flow, and lower eviction rates by up to 60 percent through improved tenant selection. The platform processes rent data from over 2 million units across the United States, partnering with large multifamily operators such as Related Companies and Greystar. Esusu also offers financial literacy tools and emergency rent relief programs to support low-income households.
Blue Meridian PartnersGeraldine R. Dodge Foundation+1
$50M
$1.2B
Series C
Jan-26
Squads
Squads is a Cayman Islands-based protocol for launching decentralized autonomous organizations on Solana blockchain. Launched in 2023, it bundles multisig wallets, on-chain voting, and treasury management into one interface. Over 5,000 DAOs have deployed via Squads, managing $500 million in assets. Features include permissionless plugins for chat and proposal systems.
-
$46M
-
Undisclosed stage
Jan-26
Talos
Talos is a New York-based institutional trading infrastructure provider for cryptocurrencies, facilitating execution, custody, and settlement across 300 assets. Founded in 2018, the platform connects exchanges, market makers, and hedge funds via low-latency APIs and smart order routing. Talos powers liquidity for firms like Galaxy Digital and supports OTC desks with prime brokerage services.
a16z cryptoBNY Mellon+6
$45M
$1.5B
Series B
Apr-26
Versana
Versana is a financial data platform providing loan-level transparency for syndicated loans, leveraged finance, and capital markets. The New York-headquartered company aggregates details on investment-grade and high-yield loans, supporting loan syndication, trading, and risk management. Versana serves banks, asset managers, and fintech firms with real-time data access.
Apollo Global ManagementDeutsche Bank+10
$43M
-
Undisclosed stage
Mar-26
Spade
Spade is a transaction enrichment platform appending merchant names, categories, and geolocations to payment data. Financial apps integrate APIs to clarify billions of anonymized records from Visa and Mastercard networks. San Francisco-headquartered Spade powers fraud detection and spend analytics for banks like Chase.
Andreessen HorowitzFlourish Ventures+4
$40M
-
Series B
Apr-26
MerQube
MerQube is a London-headquartered cloud-native platform for creating, calculating, and distributing financial indices. It covers equities, futures, options, ESG themes, risk premia, volatility, and market-cap weighted strategies. The service enables asset managers to launch custom benchmarks with automated computation and real-time dissemination.
7RIDGEDeutsche Börse
$30M
-
Series C
Feb-26
VulnCheck
VulnCheck is a San Francisco-based cyber threat intelligence platform delivering real-time exploit and vulnerability data into security tools and workflows. It predicts attack paths using a database of over 200,000 vulnerabilities, prioritizing risks based on active exploits from sources like CISA KEV catalog. Integrated with SIEM systems and asset managers, VulnCheck enables enterprises to remediate threats ahead of adversaries in sectors including finance and healthcare.
IQTNational Grid Partners (NGP)+2
$25M
$196M
Series B
Apr-26
Lucky
Lucky is a Cairo-based fintech app delivering credit products, cashback, and rewards tailored for Egyptian consumers. Users access installment plans for electronics from Jumia and Souq, plus bill payments with loyalty points. Launched in 2021, the platform integrates with Vodafone Cash and Fawry for instant transfers across Nile Delta cities.
1-Stop ConnectionsDisruptech Ventures+3
$23M
-
Series B

VC investors active in financial data & analytics

Y Combinator is the most active VC investor across financial data & analytics, having invested in 29 startups in the last three years.

See all financial data & analytics VCs
LogoHQDescriptionKey portfolio
Y Combinator
Y Combinator is a San Francisco-headquartered startup accelerator that funds and mentors early-stage technology companies across sectors like software, biotechnology, and fintech. Since its inception in 2005, it has propelled alumni including Airbnb, Dropbox, and Stripe through intensive three-month programs featuring Demo Days and investor networks.
SpadeTRM LabsCrustdata+2
29
Pre-seed
General Catalyst
General Catalyst invests in early-stage to growth companies across healthcare, fintech, enterprise software, and consumer sectors from offices in Cambridge, San Francisco, and New York. The firm manages over $25 billion in assets, backing unicorns like Airbnb, Stripe, and Canva. It supports applied AI initiatives through dedicated funds and provides operational expertise via its Resilience platform.
axiTrustCrustdataNova Credit+2
13
Seed
Techstars
Techstars is a Boulder-headquartered global network founded in 2006 that operates over 50 accelerators annually across 15 countries. It invests $120,000 in exchange for 6 percent equity in 500 startups yearly, spanning AI, sustainability, and healthcare. The firm manages a venture fund deploying capital into alumni companies and runs corporate partnerships with brands like Amazon and Barclays for innovation pilots. Techstars portfolio exceeds 3,500 companies valued over $15 billion collectively.
NufiValuecoMonda+2
13
Seed
Citi
-
Fnality InternationalCapitolisClaira Inc+2
12
Undisclosed stage
Barclays Bank
Barclays Bank PLC is a financial services provider engaged in retail and commercial banking, credit cards, investment banking, wealth management, and investment management services all over the world. The company's reportable segments are; Barclays UK Corporate Bank, Barclays Private Bank and Wealth Management, Barclays Investment Bank, and Barclays U.S. Consumer Bank. Maximum revenue for the company is generated from its Barclays Investment Bank segment. Geographically, it derives maximum revenue from the United States, followed by the United Kingdom, Europe, Africa, other regions of the Americas, and the Middle East and Asia.
VersanaCapitolisHeka+2
7
Undisclosed stage
Flourish Ventures
Flourish Ventures is an early-stage venture capital firm investing in fintech startups promoting financial inclusion for individuals and small businesses. San Francisco-headquartered with offices in India and Southeast Asia, it supports founders in payments, lending, and digital banking across emerging markets. Founded in 2018 by PayPal alumni, Flourish has backed companies like Tala and Cred, fostering partnerships with regulators in 15 countries.
littlefishappSpadeCipherOwl Inc+2
7
Seed
Antler
Antler is a Singapore-headquartered global venture capital firm founded in 2017 that invests in early-stage tech companies. It operates day-zero programs in 27 cities, backing 1,000+ startups with $100 million deployed annually across AI, fintech, and sustainability. Portfolio includes unicorns like Hold One and Tiqets, with a network of 3,000 mentors and 700+ investors for follow-ons.
BlockhouseFinosaurasReceipts+2
7
Pre-seed
Plug and Play
Plug and Play is a Sunnyvale-headquartered venture builder founded in 2006 that operates accelerator programs in 40 industries including fintech, insurtech, and mobility across 50 global offices. It connects over 3,000 startups annually with partners like Google, Visa, and Mercedes-Benz through demo days and corporate innovation challenges. The platform invests in seed and Series A rounds while providing co-working spaces in hubs from Silicon Valley to Singapore.
KashimiParticulaMoneyHash+2
6
Seed
BNP Paribas
The merger of Banque Nationale de Paris and Paribas created BNP Paribas in 2000, making it the largest publicly traded bank in France. Although BNP Paribas has operations in about 80 countries, it considers France, Italy, and Belgium to be its home markets.
VersanaCapitolisOctaura+2
5
Undisclosed stage
Bank of America
Bank of America is one of the largest financial institutions in the United States, with more than $3.4 trillion in assets. It is organized into four major segments: consumer banking, global wealth and investment management, global banking, and global markets. Bank of America's consumer-facing lines of business include its network of branches and deposit-gathering operations, retail lending products, credit and debit cards, and small-business services. The company's Merrill Lynch operations provide brokerage and wealth-management services, as does its private bank. Wholesale lines of business include investment banking, corporate and commercial real estate lending, and capital markets operations. Bank of America has operations in several countries but is primarily US-focused.
VersanaFnality InternationalOctaura+1
5
Undisclosed stage

Recent VC fundraising track record

See our VC fundraising experience across financial data & analytics and beyond.

Volocopter logo

Investment

Volocopter logo

€50m investment from Geely. All-electric air taxis with vertical takeoff and landing.

AU10TIX logo

Investment

AU10TIX logo

$60m investment from TPG. ID authentication and digital record conversion software.

FlixBus logo

Investment

FlixBus logo

Investment from Silver Lake. Online intercity bus service across Europe, North America and Brazil.

Pipedrive logo

Investment

Pipedrive logo

Growth investment. Cloud-based sales CRM and pipeline management software.

ALOHA logo

Investment

ALOHA logo

$30m growth investment. Food and beverage brand with plant-based protein products.

BIScience logo

Investment

BIScience logo

Investment from WPP / Kantar. Digital and behavioral data intelligence provider.

Work4 logo

Investment

Work4 logo

Growth investment. Recruitment app for employer-candidate social media engagement.

RankAbove logo

Investment

RankAbove logo

Growth investment. End-to-end search engine optimization platform.

Yatego logo

Investment

Yatego logo

Investment from Acton. Virtual shopping mall and online marketplace platform.

XING logo

IPO Advisory

XING logo

€68m IPO. Career-oriented social networking site for the DACH region.

CRA logo

IPO Advisory

CRA logo

€1.2bn IPO. Czech digital infrastructure platform (telecom and ICT).

Delticom logo

IPO Advisory

Delticom logo

€41m IPO. Europe's largest online car and motorcycle tire platform.

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Our VC fundraising experience spans across all fintech verticals.

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