Sift

Digital trust and safety platform using machine learning to detect fraud and abuse.

Pricing: custom
Open source: No

Editorial review

Sift has not yet been editorially reviewed. User reviews and published field data below are unaffected — we say so rather than implying an editorial verdict.

Facts & attributes

Every value carries its evidence state. “—” means unknown — never a silent default (P-02).

Identity · Taxonomy

Documentation(HTTPS URL): https://developers.sift.comVerified
Tags(open-source;cloud-native): fraud prevention, payment protection, account takeover, fraud AI, risk scoringVerification pending

Platform · Deployment

Delivery model(SaaS;self-hosted;desktop;mobile;embedded;managed-cloud;appliance): SaaSVerified

Pricing · Licensing

Pricing model(free;subscription;usage;seat;asset;transaction;revenue-share;perpetual;custom): customVerified

Features · Product · Fit

Core capabilities(authoring;automation;analytics): Payment Protection with real-time fraud decisions, Account Defense stopping account takeover, Fraud Attack Defense suite of AI agents, Sift Score API, Attack Detection Agent cutting response time from days to minutes, Fake account creation preventionVerification pending

Api · Integrations · Ecosystem

API available(true/false): trueVerification pending

Audience · Use · Case

Best for(Neutral editorial summary): Fraud and payments teams automating transaction and account-defense decisions in real time across the customer journeyVerification pending
Primary use cases(build;monitor;automate): Payment fraud prevention, Account takeover blocking, Fake account creation defenseVerification pending

Lifecycle · Versioning

Maintenance status(active;maintenance;deprecated;EOL;archived): activeVerified

Also categorized in

Fraud Detection Platforms Payment Fraud Scoring APIs

User reviews

Review policy

No published reviews yet.