Sardine

Agentic fraud and AML platform

Sardine’s current platform spans fraud prevention, device and behavioral signals, KYC, KYB, AML monitoring, case management, and agent-assisted operations. Its published agent set includes business due diligence, screening, graph analysis, and SAR generation. It is a broader-suite candidate even though the original list places it only under fraud.

Our assessment

Add it to the cross-domain evaluation set. Confirm the exact depth of underwriting and filing.

Best fit and limitations

A serious broader-suite candidate for fintech and payment risk teams that need device intelligence, onboarding, and ongoing fraud/AML operations connected.

Do not assume all identity or business data is proprietary or included.
Credit underwriting workflows are documented. Merchant reserves, settlement execution, and network exposure controls still need separate proof.
A SAR generation agent does not prove automated submission in every jurisdiction.

Tools 7

Device and behaviorEarly fraud detection

Device, emulator, bot, and behavioral risk signals
Context from onboarding through payment activity

Source 1

Fraud and transaction riskPayment controls

Real-time fraud and transaction monitoring
Combine customer, device, and outcome context

Source 1

KYC onboardingIdentity orchestration

Risk-adaptive verification and step-up checks
Use as a workflow layer or alongside existing vendors

Source 2

Global KYBBusiness due diligence

Business verification and beneficial ownership context
Configurable policies and business research agents

Source 3

Credit UnderwritingCredit decision workflows

Consumer, business, and seller-financing policies
Combine bureau, cash-flow, identity, and fraud data; test decisions in shadow mode

Source 4

AML operations + AI agentsInvestigations and reporting

Screening, cases, and transaction monitoring
OSINT, graph, sanctions, PEP, and SAR agent roles

Source 1

Merchant risk monitoringMerchant onboarding and portfolio signals

Combine KYB, website, acquiring, device, and behavior context
Monitor dispute volumes, authorization changes, and merchant behavior
Review emerging merchant risk separately from individual payment risk

Source 5

AI capabilities

Predictive fraud + specialized risk agents

Sardine lists agents for rule help, data analysis, due diligence, screening, transaction review, and SAR generation. Each has a different evidence and approval requirement.

Research businessesInvestigate fraud networksPrepare screening and SAR work

What to validate

Test each selected agent separately. Require source-linked findings, permission limits, escalation on uncertainty, and approval before high-impact actions.

Source 1

Implementation

Integration checklist

Join SDK signals, customer records, businesses, and payment events.
Test latency, session availability, case creation, and downstream payment actions.
Clarify direct versus orchestrated data providers and export rights.

Commercial scope

Quote required. Separate device/behavior events, fraud scoring, verification data, AML, cases, agents, and reporting.

Questions for the demo

Which functions remain with partners, and what are their extra costs?
What incremental fraud capture comes from device and consortium signals?
Can every AI-generated finding be traced back to source evidence?

Engineering

Risk documentation access boundaryChecked 2026-09-18 US KYB integrationChecked 2026-09-18 Credit underwriting data scopeChecked 2026-09-17 Merchant risk data boundaryChecked 2026-09-18

Your systemInputs & context

SardineChecks & signals

Your controlsDecision & review

Illustrative integration boundary. Confirm the actual interfaces and decision authority.

Inputs: Business records for US KYB verification · Bureau, cash-flow, identity, and fraud inputs for configured credit policies · KYB, website presence, acquiring data, and device/behavior signals
Outputs: Business verification using registry, EIN/TIN, sanctions, and address signals · Credit policy decisions and shadow-mode evaluation · Merchant onboarding context and continuing portfolio-risk findings
Webhooks: The public KYB guide documents asynchronous /businesses processing with webhook updates.
Decision timing: No measured latency or contracted response time verified.
Deployment: Deployment options not verified.
Dependencies: Confirm credentials, data licenses, event identifiers, and environment access.

Verified details 9

Inputs
Business records for US KYB verification
Source Checked 2026-09-18
Outputs
Business verification using registry, EIN/TIN, sanctions, and address signals
Source Checked 2026-09-18
Webhooks
The public KYB guide documents asynchronous /businesses processing with webhook updates.
Source Checked 2026-09-18
Country scope
United States
Source Checked 2026-09-18
Connected provider
Middesk
Source Checked 2026-09-18
Inputs
Bureau, cash-flow, identity, and fraud inputs for configured credit policies
Source Checked 2026-09-17
Outputs
Credit policy decisions and shadow-mode evaluation
Source Checked 2026-09-17
Inputs
KYB, website presence, acquiring data, and device/behavior signals
Source Checked 2026-09-18
Outputs
Merchant onboarding context and continuing portfolio-risk findings
Source Checked 2026-09-18

Illustrative contract

An example for your internal adapter. This is not a vendor endpoint, request, or response.

json

{
  "contract": "internal-risk-review/v1",
  "vendorId": "sardine",
  "internalCorrelationId": "example-001",
  "vendorRecordId": null,
  "control": "Early fraud detection",
  "evidence": [],
  "status": "pending",
  "decision": "review",
  "requiresHumanReview": true
}

Integration limits

Illustrative internal integration contract. This is not a vendor request, response, endpoint, or SDK example.
Empty country, deployment, or provider lists mean not verified in this review. A documented country refers to the specific product noted in its source, not universal platform coverage.
Detailed API references, SDKs, and integration guides require login. Risk API authentication, exact payloads, retries, and idempotency remain unverified. Separate Sardine payment-checkout docs do not establish risk-platform contracts.
Country and provider entries concern US business verification only. The page mixes planned and live report descriptions; no broader UBO release status or global KYB coverage is inferred.
Baseline product scope, not a vendor API schema. Lending decisions do not establish merchant reserves or settlement execution.
This product description does not publish a reserve or settlement-control API.

Sources 5

Current platform and agent portfoliowww.sardine.ai2026-09-18 · Reviewed

Product

KYC workflows and integration choiceswww.sardine.ai2026-09-18 · Reviewed

Product

KYB and ownership toolswww.sardine.ai2026-09-18 · Reviewed

Product

Credit underwriting decisions and testing toolswww.sardine.ai2026-09-18 · Reviewed

Product

Merchant risk monitoringwww.sardine.ai2026-09-18 · Reviewed

Product

Source review dates are shown above. Product claims come from public sources. Fit, limits, and evaluation questions are our analysis. This is not a hands-on performance test. Methodology · Changelog