CISO Tribune

Vendor comparison · 2 companies

Sardine vs Sift

Sardine sells a platform that unifies fraud prevention, AML compliance, and real-time transaction monitoring in one place. Sift sells a fraud prevention platform with automated fraud decisioning. CISO Tribune files both under Fraud prevention. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • Sardine
  • Sift
Sardine vs Sift: Products, Customers and Funding Compared
SardineSardine sells a platform that unifies fraud prevention, AML compliance, and real-time transaction monitoring in one place.sardine.aiSiftSift sells a fraud prevention platform with automated fraud decisioning.sift.com
What it sells
  • Sardine Fraud PreventionDetects payment fraud in real time using device intelligence, behavioral biometrics and transaction monitoring.
  • Sardine OnboardingAutomates identity verification, business verification and credit underwriting for new customers.
  • Sardine AML ComplianceAutomates transaction monitoring, customer risk rating and sanctions screening for financial crime teams.
  • Sift Score API[3][7]Adds external context to internally-built risk models.
  • Attack Detection Agent[3]Spots, assesses, and helps teams respond to attacks.
  • Sift Professional Services[5]Supports implementation and ongoing optimization.
Categories
Headquarters
Not stated on its pagesSan Francisco, United States[2]
Founded
2020[2]2011
Ownership and funding
Privately held[3][4]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
  • July 2, 2026Infinite and Sardine announced a two-way integration combining Sardine's fraud and risk intelligence with Infinite's compliance platform and account infrastructure.[8]
  • April 29, 2026Sardine announced a partnership with Modulr to supply integrated fraud and anti-money laundering solutions.[7]
Not stated on its pages
G2 and Gartner Peer Insights
  • G2: listed, seen November 4, 2026[4]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
From its own pages, Sardine sells mainly to banks, fintechs, marketplaces, and merchants. Sardine describes its fraud detection as built for financial institutions and merchants. Sardine describes its AML agents as helping AML teams move faster from review to resolution. Sardine describes a capability that monitors and enforces risk controls across fintech programs.Sift names internet and software businesses selling subscriptions, digital content, or in-app items, along with neobanks, cryptocurrency exchanges, NFT marketplaces, and digital wallets. Sift also addresses food and delivery merchants and online gaming operators. Sift Score API is built for data science-focused digital businesses that run their own risk models. Sift describes its platform as built for analyst-driven teams.
Last verified
September 27, 2026September 27, 2026

Where they overlap

  • Fraud prevention is the primary category of both Sardine and Sift.

Where they differ, field by field

  • Sardine is also filed under Identity verification.
  • Sardine lists Sardine Fraud Prevention, Sardine Onboarding and Sardine AML Compliance. Sift lists Sift Score API, Attack Detection Agent and Sift Professional Services.
  • Sift is headquartered in San Francisco, United States.
  • Sardine was founded in 2020. Sift was founded in 2011.
  • Sardine is privately held.

How they differ

CISO Tribune files Sardine under Fraud prevention and Identity verification, with Fraud prevention as its primary category, while it files Sift under Fraud prevention alone. Sardine sells Sardine Fraud Prevention, Sardine Onboarding and Sardine AML Compliance, which together cover payment fraud detection, identity and business verification, credit underwriting, transaction monitoring and sanctions screening. The overlap is fraud detection; Sardine adds AML compliance and onboarding products, while Sift describes risk assessment across signup, login, account activity, payments and post-purchase abuse.

Sift is headquartered in San Francisco, United States, and was founded in 2011. Sardine was founded in 2020 and is privately held; it says it has raised $170 million. Sardine says it serves banks, fintechs, marketplaces, and merchants. Sift names internet and software businesses selling subscriptions, digital content, or in-app items, along with neobanks, cryptocurrency exchanges, NFT marketplaces, and digital wallets. Sift also addresses food and delivery merchants and online gaming operators.

Sardine's recent announcements include a two-way integration with Infinite on July 2, 2026, and a partnership with Modulr on April 29, 2026 to supply integrated fraud and anti-money laundering solutions. Sift says its global data network processes more than 1 trillion events annually. Sardine describes Sonar as its consortium network connecting signals across fintech, banking, and commerce.

What it sells: Sift

What Sift Score API does[3][7]
Sift Score API adds external context to internally-built risk models. Sift Score API is a modular fraud intelligence solution that delivers real-time risk scores derived from over 1 trillion annual events and 16,000+ fraud signals accumulated over 13 years. Sift Score API connects internally-built fraud systems to the Global Data Network, with Console access available to full-platform Sift customers.
What Sift Professional Services does[5]
Sift Professional Services supports implementation and ongoing optimization. The services range from project management and integration guidance to managed services for workflow auditing, model tuning, labeling, and strategic reviews.

Questions about Sardine and Sift

What do Sardine and Sift sell?
Sardine sells Sardine Fraud Prevention, Sardine Onboarding and Sardine AML Compliance. Sift sells Sift Score API, Attack Detection Agent and Sift Professional Services.
Are Sardine and Sift in the same category?
Yes. Fraud prevention is the primary category of both on CISO Tribune.
Where are Sardine and Sift headquartered?
Sift is headquartered in San Francisco, United States.
When were Sardine and Sift founded?
Sardine was founded in 2020. Sift was founded in 2011.
Who owns Sardine and Sift?
Sardine is privately held.
Who are Sardine and Sift sold to?
From its own pages, Sardine sells mainly to banks, fintechs, marketplaces, and merchants. Sift names internet and software businesses selling subscriptions, digital content, or in-app items, along with neobanks, cryptocurrency exchanges, NFT marketplaces, and digital wallets.
What have Sardine and Sift announced recently?
July 2, 2026: Infinite and Sardine announced a two-way integration combining Sardine's fraud and risk intelligence with Infinite's compliance platform and account infrastructure.

About Sardine

Sardine sells a platform that unifies fraud prevention, AML compliance, and real-time transaction monitoring in one place.[1]

Sardine says it helps teams stop fraud earlier, move faster, and stay compliant from one platform. Sardine says financial crime does not operate in silos and that the systems designed to stop it should not either. Sardine says many risk teams are still forced to rely on disconnected tools that were never designed to work together. Sardine says it was built to change that. Sardine says fraud has become faster, more coordinated, and more automated over the past decade. Sardine says it serves banks, fintechs, marketplaces, and merchants.[5]

On the device and behavior side, Sardine says its proprietary device and behavioral signals uncover early signs of fraud, without adding friction. Sardine's platform detects risky devices, emulators, and malicious bots. Sardine analyzes user behavior patterns for signs of social engineering. Sardine unmasks fraudsters hiding their actual location or IP address.

For onboarding, Sardine automates identity verification, business risk assessments, and credit underwriting. Sardine's platform prevents synthetic IDs, stolen identities, and deepfakes. Sardine checks IDs and documents for authenticity, tampering, and fraud risk. Sardine authenticates businesses and beneficial owners. Sardine validates bank account ownership and risk levels in real-time. Sardine lets users build, test, and deploy credit models without engineering support.

For fraud prevention, Sardine offers real-time, behavior-based fraud detection for financial institutions and merchants. Sardine automates data analysis, alert reviews, and investigations. Sardine detects suspicious payment activity across ACH, Wires, SEPA, RTP, FedNow, Zelle, Checks, and other global bank payment rails. Sardine says its platform makes smarter auth decisions to approve more legitimate spend. Sardine helps merchants approve good merchants faster and monitor activity to avoid bust out fraud. Sardine detects suspicious refund activity early to reduce losses and operational overhead. Sardine says it prevents promo abuse, multi-accounting, and fraud rings before they erode margin and trust.

Sardine also addresses account and hiring risk. Sardine's platform stops unauthorized access during logins and live sessions. Sardine identifies malicious bots, scripted activity, and agentic automation. Sardine detects fake identities and deepfake impersonation during live interviews.

Sardine automates KYC/AML alert reviews and speeds up investigations with audit-ready agents. Sardine's platform detects money laundering scenarios and money mule activity. Sardine tiers customers by risk level to support effective CDD and ongoing compliance reviews. Sardine monitors for sanctions risk, PEP exposure, and adverse media. Sardine provides a unified workspace to review alerts, conduct investigations, and resolve cases. Sardine monitors and enforces risk controls across fintech programs.

Sardine connects its parts with shared data and workflow tools. Sonar is Sardine's consortium network, connecting signals across fintech, banking, and commerce to expose fraud patterns no single organization can see alone. Sardine maps relationships between users, devices, and transactions to spot coordinated activity. Sardine lets customers act instantly using rules, workflows, and ML models. Sardine connects data, rules, AI agents, and human review into one workflow, no glue code required.[5]

On company facts, Sardine says it has raised $170 million. SardineAI Corp has successfully completed a System and Organization Controls (SOC) 2 Type II audit. Sardine says its annual penetration test reports are available on its security portal.[5][6]

Sardine on the record

Sources

Sardine full record

  1. [1]sardine.aiSardine · sardine.ai · undated page, accessed September 27, 2026 · Tier A
  2. [2]Series c announcementSardine · sardine.ai · published February 11, 2025 · Tier A
  3. [3]Agentic Financial Crime Platform for Fraud Prevention & AMLSardine · undated page, accessed October 28, 2026 · Tier A
  4. [4]Sardine Reviews 2026: Details, Pricing, & Features - G2G2 · undated page, accessed October 28, 2026 · Tier C
  5. [5]About Us, The Agentic Risk Platform for Financial CrimeSardine · undated page, accessed November 4, 2026 · Tier A
  6. [6]Trust Center - SardineSardineAI Corp. · undated page, accessed November 4, 2026 · Tier A
  7. [7]Sardine partners with Modulr to bring real-time, AI-enabled fraud detection to automated paymentsSardine · published April 29, 2026 · Tier A
  8. [8]Infinite and Sardine Launch Two-Way Integration Linking Compliance, Risk, and PaymentsPR Newswire · published July 2, 2026 · Tier A

Sift full record

  1. [1]sift.comSift · sift.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Sift science raises 30m new fundingSift · sift.com · published July 19, 2016 · Tier A
  3. [3]Fraud Prevention Platform for Digital Business | SiftSift · undated page, accessed October 28, 2026 · Tier A
  4. [4]Sift Reviews 2026: Details, Pricing, & Features | G2G2 · undated page, accessed October 28, 2026 · Tier C
  5. [5]Fraud Prevention Platform for Revenue Growth | SiftSift · undated page, accessed November 10, 2026 · Tier A
  6. [6]Fraud Prevention Solutions by Use Case & Industry | SiftSift · undated page, accessed November 10, 2026 · Tier A
  7. [7]Sift Score API | Add Fraud Risk Scores to Your ModelsSift · undated page, accessed November 10, 2026 · Tier A
  8. [8]Online Payment Fraud Prevention Solutions | SiftSift · undated page, accessed November 10, 2026 · Tier A
  9. [9]Account Takeover Prevention | Stop ATO in Real TimeSift · undated page, accessed November 10, 2026 · Tier A
  10. [10]Fake Account Creation Prevention Software | SiftSift · undated page, accessed November 10, 2026 · Tier A
  11. [11]Food Delivery Fraud Prevention: Stop Fake Orders | SiftSift · undated page, accessed November 10, 2026 · Tier A
  12. [12]Fintech Fraud Prevention for Neobanks & Payments | SiftSift · undated page, accessed November 10, 2026 · Tier A
  13. [13]SaaS & Digital Goods Fraud Prevention Software | SiftSift · undated page, accessed November 10, 2026 · Tier A
  14. [14]Legal and Compliance - SiftSift · undated page, accessed November 10, 2026 · Tier A
  15. [15]iGaming Fraud Prevention | Stop Bonus & Cash-Out AbuseSift · undated page, accessed November 10, 2026 · Tier A
  16. [16]Sift Reviews, Ratings & Features 2026 | Gartner Peer InsightsGartner Peer Insights · undated page, accessed November 10, 2026 · Tier C

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