Fundraising Fox

Sardine

San Francisco, US Β· Founded 2020 Β· 369 employees on LinkedIn Β· 25 known investors

Sardine provides a fraud investigation platform that contextualizes risk across customers, devices, transactions, and businesses within an organization's ecosystem. The platform uses AI agents, device intelligence, and network data to help financial institutions and payment platforms detect coordinated abuse, unauthorized activity, and fraud at scale.

Also known as Sardine AI Β· sardine.ai

Founders & leadership

Sardine was founded in 2020 by Soups Ranjan, Adi G, and Zahid Shaikh.

SRSoups Ranjan
Soups Ranjanin𝕏Co-founder, CEOSoups Ranjan is the co-founder and CEO of Sardine, which provides fraud prevention, compliance (KYC/AML), and payments solutions for industries including banking, fintech, and crypto. He previously led risk and data science at Coinbase and built the fraud and compliance stack at Revolut, holds a PhD in Electrical and Computer Engineering from Rice University and several patents in network security and anomaly detection, and co-founded the risk think tank Risk Salon.
AG
Adi GFounder
ZSZahid Shaikh
Zahid Shaikhin𝕏Co-FounderCo-founder of Sardine, a company offering fraud and compliance solutions for enterprises. He has over a decade of product management experience, and previously built the Device Intelligence product at PayPal, where he was recognized as a top inventor in 2016 with several patents.

Investors Β· 25

Also in the syndicate Β· 4

GeodesicGoogle VenturesMoody's AnalyticsVisa

Funding

SEC filings, press & company announcements

Source: company announcements and press reports β€” follow each round's link for the claim.

Company profile

researched Aug 2026

Sardine sells a unified "agentic" risk platform that combines fraud prevention, AML/sanctions compliance and credit-risk decisioning for banks, fintechs, neobanks, payment processors, marketplaces, merchants and crypto businesses. Its product surface is organized into modules: device intelligence and behavioral biometrics (including a "True Piercing" location/IP unmasking feature); onboarding tooling covering global KYC and KYB, identity and document verification, bank verification and credit underwriting; fraud prevention across card payments, bank rails (ACH, wires, SEPA, RTP, FedNow, Zelle, checks), card issuing, merchant monitoring, refund fraud and policy abuse; cyber-security use cases such as account takeover, bot detection and job-applicant/deepfake interview fraud; and AML compliance modules for transaction monitoring, customer risk rating, sanctions/PEP/adverse-media screening, case management and sponsor-bank oversight.

A rules engine and machine-learning layer sit on top of the signal stack, allowing risk teams to build and deploy rules and workflows with minimal engineering involvement. Since 2025 the company has pushed into AI agents that automate parts of the analyst workflow β€” the site lists OSINT search, data analyst, rule assistant, transaction monitoring, business due diligence, document KYC, PEP screening, graph analysis, sanctions screening and SAR generation agents β€” with the company stating that agent decisions are explainable and carry audit trails. Sardine also operates Sonar, a consortium network through which member institutions share anonymized risk intelligence to surface mule networks, repeat abusers and coordinated fraud rings.

Founding story

Sardine was founded in 2020 (Contrary Research gives February 2020) by Soups Ranjan (CEO), Aditya Goel (Head of Payment Products) and Zahid Shaikh (Head of Risk Products), who met at Revolut while building in-house fraud-protection infrastructure. Ranjan earned a PhD in electrical and computer engineering in 2005, worked in cybersecurity and machine learning, and joined Coinbase in 2015 as Director of Data Science and Risk, where he concluded that KYC checks alone were insufficient because fraud often came from already-verified customers and that behavioral and device data were better signals. He joined Revolut in 2019 as Head of Fincrime Risk. The three left Revolut in April 2020 to build a single API platform covering fraud, AML and user-security risk. The name is a play on Suspicious Activity Reports (SARs).

Business model

B2B enterprise software sold to financial institutions and merchants as a modular risk platform accessed via API and JavaScript/native mobile SDKs, with customers licensing individual modules (fraud, AML, crypto, credit) across the customer journey.

Sardine does not publish list prices; contracts are custom enterprise agreements. One third-party tool review states real-world 2025-2026 contracts typically fall in the $30,000-$200,000+ per year range depending on transaction volume and modules licensed, with per-API-call fees of a few cents per scored event layered on top for high-volume customers.

Traction

Company and third-party sources report: 450+ enterprise customers, $1.67 trillion in payments screened and 6.6 billion devices profiled as of the latest site snapshot; a 4.9/5 G2 rating; and, as of the February 2025 Series C, a doubled customer base, 130% ARR growth, 2.2 billion devices profiled and 300+ enterprises across 70 countries. Contrary Research reported more than 250 businesses in over 150 countries and 98 employees as of March 2024. Customer outcomes claimed by the company include a tier-1 bank preventing 42% of wire fraud via Sonar, a commercial neobank cutting dispute volume by 93.75%, an expense management platform reducing ACH fraud by 60%, a marketplace saving 15,000 manual-review hours annually, and a remittance provider improving fraud detection precision from 15% to 70%.

Latest developments

In February 2025 Sardine announced its $70 million Series C and launched four AI agents for risk teams, including a KYC agent the company said achieved 88% auto-resolution. Its current site markets a broader agent suite (OSINT search, data analyst, rule assistant, transaction monitoring, business due diligence, document KYC, PEP screening, graph analyst, sanctions screening and SAR generation), the Sonar consortium, and a 2026 Fraud and AML Report, and states $170 million raised and 450+ enterprise customers.

β–ΈFull profile β€” market position, technology, go-to-market, geography, history, risks & controversies

Market position

Sardine positions itself as a consolidation play against point solutions and legacy bureau-based vendors, unifying fraud, AML and credit risk in one platform; third-party commentary frames incumbents such as LexisNexis, Experian and FICO as the legacy alternatives and Sift and Forter as general fraud competitors. Its stated differentiators are the depth of its behavioral and device data and network effects from consortium data. As of March 2024 an outside research report classified it as a private, Series B-stage company; the company reported 300+ enterprises across 70 countries in February 2025 and 450+ enterprise customers on its site as of the latest snapshot.

The company cites three edges: behavioral and device intelligence as a truth signal that survives deepfakes and stolen identities; a single unified platform spanning KYC, fraud, AML transaction monitoring and credit underwriting with signals shared across modules and low-code rule deployment; and network effects from its Sonar consortium, where a device blocked by one member protects others. A cited customer example is GoDaddy, which consolidated multiple vendors onto Sardine and cut rule-deployment time from days to hours.

Technology

The platform ingests device fingerprints, behavioral biometrics (typing rhythm, mouse movement, scroll and touch patterns, copy-paste behavior), IP and geolocation signals, transaction context, identity-document signals and consortium-shared data, scoring events in real time with machine-learning models plus a configurable rules layer. Third-party description cites sub-100ms decision latency, emulator/VM, jailbreak and app-tampering detection, A/B testing of risk rules, sanctions and PEP screening, crypto-wallet risk scoring and on-chain analysis with integrations to Chainalysis and TRM Labs. The 2025 product direction adds LLM-style autonomous agents for alert review, investigation and SAR drafting.

Go-to-market

Direct enterprise sales with demo requests and contact-sales motions on the company website, supported by customer case studies, a blog, industry reports (e.g., a 2026 Fraud and AML Report), whitepapers on trustworthy AI agents, and the Sonar consortium as a membership-driven distribution and data-sharing channel. Founder-led community building also played a role β€” CEO Soups Ranjan founded Risk Salon, a risk-practitioner network that reached about 4,000 members by 2018.

Banks, neobanks, fintechs, payment processors, marketplaces, e-commerce merchants and crypto companies β€” particularly risk, fraud, compliance and credit teams at organizations exposed to real-time and cross-border payments. Named or referenced customers include GoDaddy (GoDaddy Payments), FIS, Ascensus, Deel, X, Prezzee, and, in earlier crypto-focused years, FTX, Brex, Chipper Cash, Relay and MoonPay.

Geography

Headquartered in San Francisco, California, with a global customer base β€” 300+ enterprises across 70 countries reported in February 2025, and more than 250 businesses in over 150 countries reported in March 2024. Coverage spans US and global bank payment rails (ACH, wires, SEPA, RTP, FedNow, Zelle, checks) and sanctions lists including OFAC, EU, UN and India's RBI. One third-party review notes weaker coverage of India-domestic data sources such as Aadhaar, UPI and CIBIL relative to India-built vendors.

History

The company started with crypto-focused positioning and early customers including FTX, Brex, Chipper Cash, Relay and MoonPay, then expanded to banks, neobanks, payments companies and other financial institutions. Funding progressed from a 2020 seed and 2021 Series A to a $51.5 million Series B led by Andreessen Horowitz in September 2022 and a $70 million Series C led by Activant Capital in February 2025, taking total raised to $145 million at that time; the company's about page later states $170 million raised. The Series C funded a strategic pivot toward agentic AI, and the current site markets the company as an agentic financial crime platform spanning fraud, AML and cyber-security use cases.

Risks & controversies

Sources note the company's early customer roster included FTX. A third-party tool review flags limited depth in India-domestic identity and credit data sources (Aadhaar, UPI VPA reputation, CIBIL), rating India-domestic data 2.5/5 and India support and billing 3.0/5, and recommends pairing or substituting Indian vendors for purely domestic Indian flows. The same review corrected a previously published pricing figure it said was an order of magnitude too low, indicating pricing opacity. Reported metrics such as ARR growth, auto-resolution rates and customer outcomes are company-stated and not independently verified in these sources.

Compiled by commissioned research from 8 cited public sources β€” announcements, filings, and press listed under research sources below.

Key figures

latest reported
ARR growthFeb 2025130%
Businesses coveredJan 20263,200,000 businesses
Businesses servedMar 2024250 businesses
Consumers coveredJan 2026441,000,000 consumers
Countries servedFeb 202570
Customer base growthFeb 2025Doubled customer base over the prior year
Devices profiledJan 20266,600,000,000 devices
EmployeesMar 202498 employees
Enterprise customersJan 2026450 customers
G2 ratingJan 20264.9 out of 5
HeadcountAug 2026369
KYC agent auto-resolution rateFeb 202588%
Payments screenedJan 2026$1.7T
Total funding raisedJan 2026$170M
TransactionsJan 20265,800,000,000 transactions

Company-reported or press-reported figures, each dated to when it was claimed β€” not independently audited.

Founder mafia

3 people who came through Sardine went on to found or lead other companies.

Competitors Β· 7

by search overlap
Comply Advantage273 shared keywordsComplyAdvantage offers a SaaS-based risk intelligence platform for anti-money laundering (AML) and financial crime risk management, providing customer screening and transaction monitoring for financial services and compliance teams. Its AI-driven tools support onboarding, ongoing monitoring, remediation, and reporting.
SEON246 shared keywordsSEON provides a fraud prevention and AML decision-making platform that uses real-time first-party data signals and an AI rules engine to detect fraud and automate compliance across the customer journey. It serves businesses in fintech, payments, eCommerce, and iGaming.
Stripe243 shared keywordsStripe provides financial infrastructure for businesses to accept payments, offer financial services, and implement custom revenue models across international markets in 135+ currencies.
Tookitaki237 shared keywordsTookitaki builds FinCense, an AI-based financial crime prevention platform combining collaborative intelligence and AI agents to detect money laundering and fraud through transaction monitoring, customer onboarding, name and payments screening, and case management. It serves banks, digital banks, payment processors, and e-wallets for AML compliance and regtech needs.
Experian209 shared keywordsExperian offers consumers tools to access their credit report and FICO Score, build credit, and manage money, including credit card matching, bill and subscription negotiation, car insurance comparison, and a digital checking account with debit card. It serves individual U.S. consumers through its app and financial products.
Unit 21207 shared keywordsUnit21 provides an AI-powered fraud prevention and AML compliance platform that automates financial crime detection, investigations, and regulatory filing across the full lifecycle. The platform serves fintechs and financial institutions globally with configurable AI agents that reduce false positives and accelerate case resolution while maintaining regulatory defensibility.
Netezza161 shared keywordsIBM is a global technology company whose business spans enterprise software (including Red Hat, HashiCorp, and Confluent), IT infrastructure such as mainframes, servers, and storage, and IT consulting services. The company is also investing heavily in quantum computing and AI-based enterprise offerings, including its Lightwell open-source software security clearinghouse and the Anderon quantum wafer foundry.

Companies competing with Sardine for the same Google search keywords, organic and paid, via search-intersection analysis.

Timeline Β· 4

launches, deals, and filings
Feb 2025
Sardine announces $70M Series C led by Activant Capital

Sardine announced a $70 million Series C round led by Activant Capital, bringing total capital raised to $145 million. The company said the round supports its move into AI agents for fraud and compliance operations.

$70M source β†—

Feb 2025
Launch of four AI agents for risk teams, including a KYC Agent

Alongside its Series C announcement, Sardine introduced four AI agents intended to augment human risk teams, with explainable decisions and audit trails; the company reported 88% auto-resolution rates with its KYC agent.

source β†—

Jan 2025
Sonar consortium network

Sardine operates Sonar, a consortium network that shares anonymized risk intelligence across fintech, banking and commerce members; press coverage referenced on the company's site describes the launch of an anti-fraud consortium of financial institutions and fintechs.

source β†—

Apr 2020
Founders leave Revolut to start Sardine

The three co-founders left Revolut in April 2020 to found Sardine; the name is a play on Suspicious Activity Reports (SARs).

source β†—

Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.

In the news

β–ΈResearch sources Β· 8

primary sources listed

8 public sources were cited for this profile; the first-party ones are listed here.

Frequently asked questions

What does Sardine do?
Sardine is a San Francisco-based AI risk platform combining device intelligence, behavioral biometrics and AML tooling for financial institutions.
Who founded Sardine?
Sardine was founded by Soups Ranjan, Adi G, Zahid Shaikh in 2020.
Who are Sardine's investors?
Sardine's investors include 11.2 Capital, Activant Capital, Andreessen Horowitz, Cannage Capital, Coinbase Ventures, Cross Creek Advisors, Digital Currency Group, Evolution Ventures and 13 more.
Where is Sardine headquartered?
Sardine is headquartered in San Francisco, US.