Low-code and No-code Automation Accelerate User Experience for Financial Institutions

2022-11-04
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Challenges: User Experience 

Today, the competition in the financial services landscape is growing rapidly with the entry of non-banks. Small fintech companies are nibbling away at large financial institutions’ market share for their products and services. The major value proposition from fintech is top-of-the-line end-to-end customer experience. 

During one of my recent business trips, I traveled from Austin, Texas and used my corporate business card perfectly fine for various expenses, such as Uber, restaurants, and my hotel. But, upon my return when I reached Austin Bergstrom Airport and wanted to rent a cart, the system rejected my credit card and locked it from further use. Luckily, I was at the end of my trip, but it gave me a bad user experience and denied the merchant from having a new transaction. 

Every year, billions of dollars of good transactions are denied against the merchants due to a lack of intelligent automation systems to check fraudulent versus clean transactions correctly. The banks and major financial institutions have solid technology from various vendors, which traditionally focused on internal employee functions rather than customer experience. However, today’s tech-savvy millennials need a very different user experience!

'The major value proposition from fintech is top-of-the-line end-to-end customer experience.' -WaylayClick To Tweet

With the experienced baby boomer generation on their way to retirement and IT teams more burdened than ever with huge backlogs, there is no one to help business unit users who really understand how their business functions and what a true customer experience should be like. Throwing a customer-facing login page or a registration portal in front of end users does not fulfill the experience. The off-the-shelf products from many vendors do not satisfy the best user experience that can be delivered to end customers—a one-size-fits-all approach simply does not work. Every bank or financial institution wants to be unique in their value proposition and wants to be in the driving seat. Unfortunately for these aspiring financial institutions, bespoke development and customizations are going to be very costly and not replicable.

The problem is exacerbated by the fact that many large banks and financial institutions have bought specialized vendors’ siloed products for applications such as checking/savings account management, small business loans, auto financing, or fraud detection applications. To provide a consistent user experience, exchange-to-exchange (E2E) solutions may need integration between different vendors’ systems. This creates a very disconnected experience—confusing customers and taking longer to build, maintain, upgrade, and perform any additional enhancements that are needed encompassing multiple vendors’ products. 

Strategy: Low-code Hyperautomation

Low-code and no-code automation help business users, non-engineers, and non-developers solve end-to-end customer experience problems easily and quickly by creating the use cases themselves. The modern technology stack of low-code automation tools enables citizen developers to solve their problems and replicate to scale across other businesses without having to rely on their overburdened IT staff.

One example of low-code automation is how many traditional systems are focused on identity verification or Know Your Customer (KYC), whereas, most of the frauds for loan financing may be happening through a fraud paystub of the consumer. As pay stubs are the correlators for whether a consumer will pay back their loans successfully on time, it is important to apply AI/ML automation to understand the validity of this important correlator to avoid defaults. Understanding a fraudulent transaction versus a clean transaction quickly and correctly is also very beneficial for the merchants as well as end customers for better user experience and revenue generation.

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  • Artificial Intelligence
  • Automation
  • Finance

  • Series
  • UI & UX Design
  • Artificial Intelligence
  • Automation
  • Finance

参考译文
低代码和无代码自动化加速金融机构的用户体验
如今,随着非银行机构的进入,金融服务领域的竞争正迅速加剧。小型金融科技公司正在蚕食大型金融机构的产品和服务市场份额。金融科技的主要价值主张是顶级的端到端客户体验。在我最近的一次商务旅行中,我从德克萨斯州的奥斯汀出发,用我的公司名片支付各种费用,比如打车、吃饭和住酒店。但是,当我回到奥斯汀伯格斯特罗姆机场,想要租一辆手推车时,系统拒绝了我的信用卡,并将其锁定,不能再使用。幸运的是,我的旅程即将结束,但它给了我一个糟糕的用户体验,并拒绝商家进行新的交易。每年,由于缺乏智能自动化系统来正确地检查欺诈和清洁交易,数十亿美元的良好交易被拒绝。银行和主要金融机构从不同的供应商那里获得了可靠的技术,这些供应商传统上专注于内部员工功能,而不是客户体验。然而,如今精通技术的千禧一代需要非常不同的用户体验!随着经验丰富的婴儿潮一代即将退休,IT团队比以往任何时候都更加负担巨大的积压工作,没有人能够帮助业务单元用户真正理解他们的业务功能以及真正的客户体验应该是什么样子。将面向客户的登录页面或注册门户放在最终用户面前并不能实现这种体验。许多供应商的现成产品不能满足交付给最终客户的最佳用户体验——一刀切的方法根本行不通。每家银行或金融机构都希望在自己的价值主张上独树一帜,并希望占据主导地位。不幸的是,对于这些有抱负的金融机构来说,定制开发和定制将是非常昂贵的,而且不可复制。许多大型银行和金融机构购买了专门供应商的孤立产品,用于支票/储蓄账户管理、小企业贷款、汽车融资或欺诈检测应用程序等应用程序,这一事实加剧了问题。为了提供一致的用户体验,交换对交换(E2E)解决方案可能需要在不同供应商的系统之间进行集成。这造成了一种非常脱节的体验——让客户感到困惑,并且需要花费更长的时间来构建、维护、升级和执行包含多个供应商的产品所需的任何额外增强。低代码和无代码自动化通过创建用例本身,帮助业务用户、非工程师和非开发人员轻松快速地解决端到端客户体验问题。低代码自动化工具的现代技术栈使公民开发人员能够解决他们的问题,并在其他业务中进行复制,而不必依赖于负担过重的IT人员。低代码自动化的一个例子是,许多传统系统专注于身份验证或了解您的客户(KYC),然而,大多数贷款融资欺诈可能是通过消费者的欺诈工资根发生的。由于工资单是消费者是否会按时成功偿还贷款的相关因素,因此应用AI/ML自动化来理解这个重要的相关因素的有效性以避免违约是很重要的。快速和正确地理解欺诈交易与干净交易之间的区别对商家和终端客户也非常有益,可以获得更好的用户体验和创收。
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