Fraud Detection & Transaction Risk
W

Wink

Wink authenticates people at the moment of payment rather than at account opening, combining face, palm and voice recognition into a biometric layer that can identify a customer from a population without a card, phone or password. It is distributed through payments infrastructure rather than sold direct, embedded in Fiserv's Clover point of sale, in SUNMI, WizarPOS, PAX and ID TECH terminals and in Elo kiosks, with on device processing at the edge in some deployments, and partners with Vouched to verify the humans behind AI agents.

Alongside the biometric layer Wink operates its own payment gateway, which merchants can own or rent, states more than 220,000 merchants and 400 million transactions a month, and offers a zero chargeback guarantee backed by Riskified.

Last VerifiedOctober 2, 2026
Compare Wink with other vendors
Founded
—
Headquarters
Plano, Texas, United States
Website
wink.cloud
Categories
fraud-and-transaction-risk, aml-kyc-financial-crime, customer-banking-agents
Assessment

Capability Axes

Capability grades

15 of 15 axes rated · 10 graded A or B

AI Capability
AI Centrality
BB on AI CentralityThe models are the engine of a core capability, layered on a product that would still function without them as a rules or workflow system.
Vendor Published

Face, palm and voice matching at checkout is model work from end to end. Its payment gateway and network, which merchants can own or rent, is a second business that stands without models.

Autonomy and Oversight Model
CC on Autonomy and Oversight ModelAutonomy is claimed and oversight is asserted without a mechanism, or full automation is presented as the entire disclosure. Human in the loop appears as a phrase rather than a described control.
Vendor Published

Authentication finishes in under a second without a person, which a checkout queue demands, and combining face, palm and voice keeps one weak reading from deciding. What happens to an unrecognized customer, whether card fallback is automatic and what recourse exists at the till after a wrong match are not described.

Model Risk Management and Transparency
CC on Model Risk Management and TransparencyTransparency is claimed in general terms with no mechanism a model validator could interrogate.
Vendor Published

Speed and scale figures say nothing about correctness, and no false match rate, false rejection rate or presentation attack result is published. Javelin's 2025 scorecard placement is a market assessment rather than a technical evaluation.

Operational and Outcome Evidence
AA on Operational and Outcome EvidenceNamed customers with hard performance figures and enough method to test them.
Vendor Published

More than 220,000 merchants, over 400 million transactions a month and more than $4.8 billion a year are stated. Riskified backs a zero chargeback guarantee, putting an independent party's money behind Wink's fraud decisions.

AI Safety and Data Stewardship
BB on AI Safety and Data StewardshipA categorical stewardship commitment is published without the retention schedule or the engineering detail behind it.
Vendor Published

Biometric data is shared only with the merchant through which a person enrolled, stored as encrypted templates rather than raw images, a categorical containment commitment. Training across merchants on templates or transactions is not addressed.

Regulatory and Compliance
GLBA and Data Privacy Posture
BB on GLBA and Data Privacy PostureA substantive privacy document that reaches the product itself, short of the subprocessor list or the full data handling detail.
Vendor Published

Written consent comes before any biometric collection, and data is destroyed within seven business days of a withdrawal, per the privacy policy updated April 1, 2026. Processors appear only by category, for data that cannot be reissued after a breach.

Security Certifications and Trust Center
CC on Security Certifications and Trust CenterA single footer line, or certifications asserted without being enumerated, which is weaker than naming them because it invites an assumption a buyer cannot check.
Vendor Published

A stated aim to comply with the PCI Data Security Standard, SOC 2 Type II and ISO 27001 is not a certification held, and the homepage names none. Gateways handling hundreds of millions of transactions a month are expected to show a current attestation.

Regulatory Status and Licensure
BB on Regulatory Status and LicensureThe regulatory position is clearly stated and appropriate to the product, with part of the verification left to the buyer.
Vendor Published

Retention limits of three years for Illinois residents and one year for Texas residents track the states with dedicated biometric privacy statutes. Card networks supervise gateways through their own programs, yet no registration or network listing for Wink is shown.

AI Governance and Bias Disclosure
DD on AI Governance and Bias DisclosureNothing published on a product where the bias risk is concrete, such as credit decisioning or underwriting with no fair lending, disparate impact or adverse action disclosure.
Vendor Published

One to many matching compounds the demographic error differentials face recognition already carries, palm recognition is little studied across populations, and voice varies with accent and age. A false match charges the wrong person's account, and Wink publishes nothing on demographic performance for any modality.

AI Liability and Recourse
AA on AI Liability and RecourseA commitment that makes the vendor answerable when the AI is wrong: a guarantee, or an indemnity running toward the customer.
Vendor Published

Wrong fraud decisions cost the merchant nothing under a zero chargeback guarantee. Enrollment is voluntary and a card still works if a match fails, but a person falsely matched to another customer's payment has no described route.

Integration and Deployment
Model Supply Chain Disclosure
BB on Model Supply Chain DisclosureSubstantial partial disclosure, or a chain that is structurally short: an explicit in house build, on premise deployment, per customer instances, or zero retention at the model layer.
Vendor Published

Qualcomm supports on device processing and Vouched serves agent commerce, alongside the terminal makers that host the biometric layer. The models appear to be Wink's own, while cloud hosting, security and support providers are listed only by category.

Core Systems and Integration Depth
AA on Core Systems and Integration DepthNamed integrations with the systems of record, core banking, policy administration, custodial or contact center platforms, verifiable in marketplace listings or public API documentation.
Vendor Published

Integration reaches down the payments stack, into Fiserv's Clover point of sale, SUNMI terminals and Elo kiosks among others, including outdoor units for parking and transit.

Deployment Model and Data Residency
AA on Deployment Model and Data ResidencyOn premise or hybrid deployment is offered and documented, alongside where data rests.
Vendor Published

Checkout biometrics are processed at the edge on partner terminals, templates sit on Wink's servers or merchants' encrypted edge devices, and personal information is stored in the US. Edge processing limits what face and palm data leaves the store.

Commercial
Commercial Transparency
CC on Commercial TransparencyNo price is published and engagement runs through a demo form, which is the norm in this index.
Vendor Published

Merchants can own the payment gateway outright or rent it, but the biometric layer carries no price. Whether it is charged per enrolled customer, per authentication or inside processing fees is not said.

Institution and Segment Coverage
BB on Institution and Segment CoverageNamed segments with dedicated material behind part of the coverage.
Vendor Published

Buyers are payments infrastructure, acquirers, processors and terminal makers, plus the merchants behind them, across retail, parking and transit. Banks deploying it for their own customers do not appear in the material.

Alternatives to Wink

Vendors in the same categories as Wink whose profiles look most alike, each with a line on what the product does. Similar is not the same: check that each one does the job you need. No vendor pays for placement.

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The index publishes no overall score or ranking. See what we assess and the methodology.

Commercial

Pricing

Vendor-published figures are labeled as such. Figures labeled “Estimated” are derived from third-party sources and have not been confirmed by the vendor.

No pricing data has been verified for this vendor. Pricing information will be published here once confirmed through vendor disclosure or third-party estimation.

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AI FinTech Index

The AI FinTech Index is an independent index that tracks changes to AI vendors in financial services. It holds 609 vendors across banking, lending, insurance, wealth, capital markets and financial crime compliance, each graded on the same 15 capability axes from public sources. No vendor pays for inclusion, placement, or rating.

Index Status
Last index update
October 18, 2026
The AI FinTech Index is an editorial reference, not a regulatory body. Vendor data is verified against published sources and public regulatory filings. Figures labeled “Estimated” have not been confirmed by the vendor. See the Methodology page for evaluation standards and limitations.
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