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IA and RPA Use Cases in Banking & Financial Services
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Banks want to be more efficient and save on operational costs, but in the financial industry, data security and compliance are essential. So, the question is, how do you get it all — and more?
The financial landscape is turbulent, and new ways of working are catalyzing transformation in the banking industry. At the heart of this evolution are robotic process automation (RPA) and intelligent automation (IA), technologies helping banks embrace the future of work in novel ways.
Flash forward to today. Financial institutions have seen amazing improvements with the help of automation. It’s brought a harmonious collaboration between people, organizations and technology to maximize your strategic business value and better serve your customers, employees and stakeholders.
Banking transformation refers to the changes the banking industry undergoes to adopt new opportunities, such as technology, which we refer to as digital banking transformation. These changes aren’t small, incremental improvements like updating a website. Instead, they’re fundamental shifts in how banks operate, interact and deliver products and services to customers.
Banking transformation typically involves rethinking your business operating models to adapt to the changing environment, like adding automation to routine tasks and AI-driven systems to improve efficiencies and reduce errors. Banks undergo these transformation efforts to remain relevant and competitive against the evolving demands of customers and the industry landscape.
Intelligent automation (IA) is an expansive system that links AI with RPA’s capabilities to expand banking automation capabilities. It can also link with other cognitive technologies, such as machine learning (ML) and natural language processing (NLP). It plays a crucial role in driving banking transformation.
Robotic process automation (RPA) deploys digital workers to mimic human actions, automating time-consuming and repetitive tasks. It also supports banking transformation.
Transformation is easier said than done, especially when it comes to traditional banks. It requires considerable effort and coordination between different teams, departments and systems. The challenges you could face include:
Many of these challenges can be solved. Addressing them in your digital transformation just requires a well-thought-out strategy, strong leadership, commitment and effective communication.
To help you achieve total business process transformation in banking, we recommend following a business process management (BPM) methodology for a more structured approach to understanding, modeling and improving all processes — from individual tasks to entire workflows.
By doing this, you can get total visibility into your business processes to manage work across your banking business. BPM is especially helpful with prioritizing work, providing a clear audit trail and improving communication.
Learn more about how BPM can work for a bank’s digital transformation journey with our BPM platform.
Digital transformation is a journey. It’s an ongoing effort due to the nature of your environment, where things constantly change. This includes technology advancements and customer expectations. The first step to applying a successful digital transformation strategy would be to acknowledge that journey.
From there, as we mentioned before, we’d recommend looking into a BPM methodology for a structured approach to help you leverage the full potential of your efforts. Here are a few key considerations when applying a digital transformation strategy:
You might think that transformation seems like a lot of effort and wonder if it’s worth it. In short, yes, it is. Especially when it comes to automation, and in many ways, automation is driving banking transformation. Here’s how:
There are plenty more benefits when it comes to automation transformation in banking and financial services. To help you get a better idea of these benefits in action, here are a few examples:
Manual additions of new customers into a system can be complex and time-consuming. RPA and IA can help update these manual banking processes and reduce the time and resources it takes to do these tasks. Digital workers can handle tasks like data entry, then IA can enhance this process through background checks and document verification.
Loans require significant resources and expertise to carry out, but manually audited services take several days to process. These manual processes can all be automated, improving accuracy and reducing the resources and time required to complete them. IA can help perform credit checks, income verification, direct debit cancellation, account closers, audit reports and more. IA can also analyze loan terms and model risks to help employees make decisions.
You can learn more about RPA and IA use cases in the banking and financial services sector in another blog.
Banking transformation is an ongoing process of innovation that is influenced by various trends. Currently, here are some prominent trends shaping banking transformation strategies:
At the same time, it’s encouraging to see the notion that automation is a 'job killer’ being dispelled. With the adoption of automation also comes new job roles. Teams have transitioned from manual, repetitive work into new, more interesting roles that involve real end-to-end thinking — allowing staff to serve customer needs better.
Imagine what humans could achieve if we dealt with tasks differently.
Ultimately, IA and RPA are becoming more important for organizations to be efficient, productive and scale successfully. In banking, digital workers have delivered programs at the speed and scale required by customers; without them, employees would’ve been really pressed to execute increased demands.
Soon, many more of us will be working with digital workers, and we’ll be happy to solve more problems with new levels of human creativity. It’s time to embrace banking transformation.
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