Fraud Detection & Transaction Risk
AI that scores payments, logins, and account activity for fraud in real time: transaction risk scoring, account takeover detection, scam and authorized push payment intervention, and chargeback management. This is the largest application segment in financial AI and the one where agentic systems are moving fastest from scoring to autonomous action. The decisive evaluation questions are the false positive rate at a stated catch rate, since a model that blocks good customers is a revenue problem wearing a risk costume, and what the system is permitted to do on its own: decline, step up, hold, or merely flag. Vendors should publish detection performance against a named baseline and disclose how models adapt to new fraud typologies without retraining cycles that lag the attack.
Vendors in this category
14 indexed
| Vendor | Category | AI Centrality | Website |
|---|---|---|---|
|
Q
Quantexa
Quantexa builds a resolved view of customers, counterparties and beneficial owners by reconciling records across internal systems, third party feeds, public records and corporate registries, then generates the network context around each entity so investigators see relationships rather than isolated alerts. Entity resolution runs on a predictive model the company describes as transparent and tuneable, network analytics layer community detection and pathway analysis on top, and the same foundation is reused across financial crime, customer due diligence, fraud, credit risk and customer intelligence.
|
AML, KYC & Financial Crime | A | quantexa.com |
|
F
Flagright
Flagright provides real time transaction monitoring, sanctions and watchlist screening, customer risk scoring, case management and regulatory reporting for fintechs, neobanks, payment firms and banks, screening each transaction before it clears rather than in overnight batches. Compliance teams author detection logic themselves through a no code engine that also accepts natural language, simulate rule changes against live conditions without touching production, and run agents that triage false positives, assist investigations, enforce investigation quality and draft case closure narratives. It is offered as hosted software, hybrid, or fully on premise.
|
AML, KYC & Financial Crime | B | flagright.com |
|
U
Unit21
Unit21 consolidates fraud prevention and anti money laundering into one platform covering real time transaction monitoring, entity and network analysis, customer risk rating, case management and regulatory filing. Risk teams author detection logic through a no code interface without engineering support, machine learning scores expose which variables drove each alert, and configurable agents carry investigations from signal through evidence collection and narrative drafting to a regulator ready filing with a full audit trail.
|
AML, KYC & Financial Crime | B | unit21.ai |
|
E
Elliptic
Elliptic provides blockchain analytics and crypto financial crime compliance to banks, crypto businesses, payment firms, regulators and law enforcement, scoring wallets and transactions in real time against sanctions, ransomware, darknet and other illicit exposure across more than fifty blockchains and hundreds of cross chain bridges. Its newer work follows digital assets into mainstream banking, including due diligence on stablecoin issuers for banks holding reserve assets and detection of crypto exposure inside conventional fiat transaction flows.
|
AML, KYC & Financial Crime | B | elliptic.co |
|
P
Persona
Persona is a configurable identity platform that lets a business assemble its own verification flows from building blocks covering government identity documents, biometric face matching and passive liveness, business verification and beneficial ownership, sanctions and watchlist screening, third party data and case review. Flows can vary by customer type, geography, product and risk level, and the platform serves banks and fintechs alongside marketplaces, gig platforms and consumer apps.
|
AML, KYC & Financial Crime | B | withpersona.com |
|
T
Taktile
Taktile is a decision platform that lets risk teams at banks, credit unions, fintechs and insurers build, test and deploy the logic behind their own automated decisions without engineering support. It covers onboarding, credit underwriting, fraud, transaction monitoring, claims and collections through low code building blocks with a Python escape hatch, adds a copilot that drafts and debugs decision logic from plain language, and runs agents that handle designated tasks such as extracting data from documents or reading financial statements alongside a human underwriter.
|
Credit Decisioning & Underwriting | B | taktile.com |
|
S
Sardine
Sardine unifies fraud prevention, anti money laundering compliance and credit underwriting on one platform, built around proprietary device intelligence and behaviour biometrics that it folds into every other signal rather than offering as a separate module. It covers the lifecycle from onboarding and account funding through payments, adds sanctions and politically exposed person screening, transaction monitoring, network investigation tooling and a cross industry consortium, and layers agents that automate detection, investigation and review work for risk teams.
|
Fraud Detection & Transaction Risk | A | sardine.ai |
|
S
SEON
SEON combines fraud prevention and anti money laundering compliance in one platform, built around enriching a thin signup input such as an email address, phone number or address into a wide risk picture. It checks those identifiers against hundreds of online platforms and breach sources to expose fake or shallow digital trails, layers device fingerprinting and behavioural signals on top, and returns an enriched profile, rule evaluation and score in a single real time response. Decisioning runs on customer authored rules alongside machine learning that the company deliberately keeps inspectable rather than opaque.
|
Fraud Detection & Transaction Risk | B | seon.io |
|
B
BioCatch
BioCatch analyses how a person physically and cognitively interacts with online and mobile banking, covering typing cadence, navigation patterns, hesitation and signs of duress, and turns those signals into real time fraud risk for the bank. Its platform targets account opening fraud, account takeover, social engineering scams and money mule accounts, and it runs an inter bank intelligence sharing network in Australia that lets participating banks act on behavioural financial crime signals collectively.
|
Fraud Detection & Transaction Risk | A | biocatch.com |
|
I
Incode Technologies
Incode Technologies sells an end to end identity verification and biometric authentication platform to banks, credit unions, neobanks, fintechs and government agencies, covering document capture, facial matching, passive liveness, deepfake detection and database checks for customer identification and onboarding. Its distinguishing choice is building the entire model stack in house rather than assembling third party components, which lets it retrain against a specific fraud threat in days and puts its biometrics into independent government benchmarks under its own name.
|
AML, KYC & Financial Crime | A | incode.com |
|
T
TRM Labs
TRM Labs is a blockchain intelligence platform that attributes on chain activity to real world entities and sells that intelligence to banks, fintechs, crypto businesses, regulators, tax authorities and law enforcement. Its products span wallet screening, transaction monitoring, entity due diligence and cross chain forensic tracing, delivered with what the company calls glass box attribution, where the source and confidence level behind every judgement is exposed so the output can hold up as evidence.
|
AML, KYC & Financial Crime | B | trmlabs.com |
|
S
Sumsub
Sumsub is a London based full cycle verification and financial crime compliance platform covering customer and business onboarding, sanctions and politically exposed person screening, transaction monitoring, Travel Rule compliance and fraud prevention in a single console. It combines document, biometric, liveness and deepfake checks with database validation across more than 200 countries, and exposes the whole platform through a documented API, mobile software development kits and a no code workflow builder.
|
AML, KYC & Financial Crime | B | sumsub.com |
|
A
Alloy
Alloy is an identity risk orchestration and decisioning platform for banks, credit unions and fintechs. It sits above an open ecosystem of more than 270 identity, fraud, credit and compliance data providers, routing and sequencing vendor calls behind a single API while customers author their own risk policies, and layers proprietary machine learning and agentic automation on top for fraud scoring, portfolio level attack detection and case triage across onboarding, authentication, transaction monitoring and credit.
|
AML, KYC & Financial Crime | B | alloy.com |
|
S
Socure
Socure operates an AI native identity verification and risk decisioning platform used by financial institutions for customer identification, KYC, sanctions and watchlist screening, and identity fraud detection. Its RiskOS orchestration layer lets risk teams assemble onboarding, authentication and compliance workflows without code, and its Sigma model family covers third party, synthetic and first party fraud.
|
AML, KYC & Financial Crime | A | socure.com |