„With this added intelligence, Visa is able to provide a transaction decision on the issuer’s behalf that more closely mirrors the issuer’s own decision making process—with the potential to decrease transaction declines for cardholders by up to 50% in some cases.1„, according to Visa.
Visa Inc. today announced Visa Smarter Stand-in Processing (Smarter STIP), a new capability that uses real-time artificial intelligence (AI) to help financial institutions manage transaction authorizations when service disruptions occur.
„Using deep learning to analyze past transactions, Smarter STIP generates informed decisions to approve or decline transactions on behalf of issuers in the event that their systems go offline”, according to the press release.
„Visa pioneered the use of AI and neural networks to prevent fraud—Smarter STIP builds on that track record, and is the first in a suite of new AI-powered innovations coming to VisaNet, Visa’s global processing network”, the company said.
“Consumers expect instant and uninterrupted access to their funds—failure to meet that expectation can be costly,” says Jack Forestell, executive vice president and chief product officer, Visa. “Stand-in processing has always been a vital assurance to our clients that when the unexpected occurs, we’ve got their back. By adding AI, that capability becomes smarter, stronger, and more dynamic.”
Addressing the challenge of downtime
Whether it’s scheduled maintenance or an unexpected outage, service downtime is disruptive for financial institutions and their customers. When stand-in processing is not in place, the potential impacts can be profound: lost revenue due to failed transactions, poor cardholder experience resulting in call volume spikes to customer service centers, damage to reputation, and even scrutiny from regulators.
Visa’s new Smarter STIP service builds on Visa’s existing STIP capability by using deep learning to analyze past transactions down to the cardholder level. Thus the transaction decision that Smarter STIP provides is based on unique insights derived from the cardholder’s past purchasing behavior, rather than solely on static rules applied across an entire card portfolio.
About Smarter STIP
Visa created the Smarter STIP capability to address a key pain point for issuers and issuer processors: the suboptimal experience for cardholders during service disruptions. Visa’s novel approach to stand-in processing, recognized through a US Patent in 2019, improves on the existing STIP capability through real-time evaluation of cardholder-level features. The model relies on:
Multiple recurrent neural networklayers with millions of parameters.
Billions of historical records to train the model, resulting in an average 95% accuracy in emulating an issuer’s likely decision in Visa’s sample tests2.
Continuous learning from real time transaction and outage data, allowing the service to adapt and improve as an Issuers’ behavior changes over time.
Visa Smarter STIP does not require any technical change for clients to participate. Issuers connected to Visa DPS will be enabled for Smarter STIP when the service launches globally in October 2020.
1 Based on Visa internal analysis comparing existing and Smarter STIP approval rates of all transactions in Q1 CY2020 for a single US Issuer.
2 This number was measured by Visa’s internal simulation of the Smarter STIP model offline on transactions for all Visa BINs globally in Q4 2019. On average, the Smarter STIP model made the same approve/decline decision as the issuers 95% of the time, for transactions across all regions.
„Tendinţele pe care le-am remarcat înainte de începerea pandemiei s-au accelerat pe perioada stării de urgenţă. Am văzut acest lucru ca o oportunitate, un tipping point pentru bancă. Post-pandemie nu avem cum sa ne întoarcem la comportamentul financiar pe care îl aveam până în februarie a.c. Relaţia românilor cu online-ul s-a schimbat. In plus, cardul fizic se va dematerializa. Vom asista la o scădere a cererii pentru cardurile fizice, respectiv la o creştere a preferinţei pentru componenta digitală a acestora.”