Artificial Intelligence Integration in Payments Sector: Insights on Current Strategies
In the rapidly evolving world of payments, artificial intelligence (AI) has become a game-changer for enhancing fraud protection, customer service, and productivity improvements.
Fraud Protection:
Leading payment companies are leveraging AI to strengthen fraud detection mechanisms. HSBC, for instance, employs AI to analyse transactional behaviour in real-time, while Visa uses AI to verify payment details and detect potential fraud. DataVisor, on the other hand, deploys machine learning and clustering algorithms to counteract application and transaction fraud. AI systems can adapt to emerging fraud tactics, integrate biometric verification, and user behaviour analysis, bolstering security significantly.
Customer Service:
Payment companies are increasingly adopting AI-powered virtual assistants and chatbots to streamline customer interactions. Bank of America's AI assistant, Erica, assists customers with tasks like checking balances and making payments efficiently. AI enables personalization of customer experiences by understanding user behaviour, which can be leveraged to offer tailored financial products and support. These AI tools reduce resolution times and improve customer satisfaction by automating routine inquiries and providing 24/7 support.
Productivity and Operational Efficiency:
AI automates manual, labor-intensive processes like invoice and document processing, leading to reduced errors, faster processing times, and cost savings. Accounts payable departments have reported up to 81% cost savings and 73% faster processing due to AI. PayPal uses AI to optimise payment routing, selecting the most cost-effective and fastest pathways, while dynamic routing, validation, and duplicate detection are other AI-based enhancements reducing friction in payment processing.
Summary Table of AI Use in Payments:
| Area | AI Implementation Examples | Key Benefits | |-------------------|------------------------------------------------------------------|------------------------------------------------| | Fraud Protection | Transaction pattern analysis (HSBC, Visa), clustering algorithms (DataVisor), biometric verification | Early fraud detection, reduced losses, enhanced security | | Customer Service | AI assistants/chatbots (Bank of America’s Erica), personalized support via AI | Faster responses, personalized experiences, 24/7 support | | Productivity | Automated invoice processing (OCR, RPA), dynamic payment routing (PayPal) | Cost savings, error reduction, speed, efficiency |
Across the payments industry, companies from both tech-focused and established backgrounds are embracing AI. Fintechs like Block, Mastercard, Paypal, and Visa, as well as payment processors such as FIS, Fiserv, and B2B players like Flywire, are all showing interest.
Mastercard, in particular, emphasized the importance of the company being principled about how it tackles AI. However, the exact nature or details of the AI projects being implemented by the payment companies remain unspecified.
Our platform has published a report looking at how various payment companies are using AI. The report found that all AI projects in the payment industry can be categorized into three applications: fraud protection and/or risk management, customer service and/or customer experience, and productivity and/or cost improvements.
In the first quarter of 2023, 45% of the 20 publicly traded payment companies mentioned projections involving artificial intelligence in their earnings calls. Despite this, some companies did not mention AI in their discussions, but they have previously discussed AI projects or initiatives. Artificial intelligence has been in use by businesses for over a decade, and it is unclear exactly what type of AI some companies are applying.
[1] "HSBC uses AI to improve fraud detection" - Finextra, [https://www.finextra.com/news/fullstory.aspx?newsid=64044] [2] "PayPal's AI-powered payment platform reduces costs and improves efficiency" - Forbes, [https://www.forbes.com/sites/bernardmarr/2019/07/17/paypals-ai-powered-payment-platform-reduces-costs-and-improves-efficiency/?sh=6e5b5830781e] [3] "Bank of America's AI-powered Erica assistant is now available to all customers" - TechCrunch, [https://techcrunch.com/2019/03/06/bank-of-americas-ai-powered-erica-assistant-is-now-available-to-all-customers/] [4] "DataVisor uses AI to combat fraud" - VentureBeat, [https://venturebeat.com/2018/08/23/datavisor-uses-ai-to-combat-fraud/]
- The financial sector's interest in AI extends beyond fraud protection, as demonstrated by PayPal's use of AI to optimize payment routing and Bank of America's deployment of AI-powered virtual assistant, Erica, for customer service.
- In the realm of business operations, AI is not only used for fraud prevention by companies like DataVisor, but also for enhancing productivity, as seen in the automation of invoice processing and dynamic payment routing by firms such as PayPal.
