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Bridging the Gap: the crucial role of last mile data integration in financial services

Financial firms worldwide are striving to achieve last mile data integration, a process that seamlessly integrates data into business workflows and puts it at the disposal of business users. The goal is to eliminate the need to search through databases or data warehouses for required data, allowing easy access for reporting and financial models, and enabling better decision-making.

By Martijn Groot, VP Marketing and Strategy, Alveo

By Martijn Groot, VP Marketing and Strategy, Alveo
By Martijn Groot, VP Marketing and Strategy, Alveo

Financial services firms spend material amounts on acquiring and warehousing data sets from enterprise data providers, ESG data companies, rating agencies and index data businesses.

However, when this data is not readily available to business users or applications where it impacts decisions those investments will not deliver the return they should be. For many financial services businesses, last mile data integration represents a missing link in ensuring they are optimising the value they obtain from data. The volume of data they need is continuously growing and the bills they face for acquiring it are therefore going up in tandem.

Activating data assets

Ultimately, firms will not get the best out of their investment in data, if they don’t have a way, first, to verify it, and second, to land it into the hands of their users or enable users to self-serve. If the data is conversely, still sitting in a database that is hard to get to, or needs skills to access, then the business will not achieve maximum value from it.

That in a nutshell is why last mile data integration is so important to them. Achieving it does however come with challenges.  Organisations must establish efficient data onboarding processes and transform data sets to meet diverse technical requirements common in their applications landscape. Additionally, maintaining high service levels and responsiveness to requests for new data to be onboarded is vital to build trust and keep business users engaged.

So how can all this best be achieved? The key is efficient data management. To use an analogy, financial data management can be seen in the context of the human body, with the need to manage data flows analogous with the circulation of blood through the arteries. Data gushes in from internal and external sources.

It needs to be cleaned and a process of data derivation and quality measurement applied and then we see the end result in the form of validated and approved data sets.  The overall flow often stops at that point for financial services organisations. But such an approach is incomplete in that it actually ignores last mile data integration. Data may be flowing through the arteries of the organisation but it is not reaching the veins, and capillaries.

That’s where the key step of distribution comes in. This not only enables easier access to the data in whatever format required by lines of business within the organisation but also to set up exports or extracts of relevant data in predefined views or formats that then flow easily into business applications.

Maximizing data ROI

Financial sector organisations understand the need to do this but often they end up doing it in a way that involves a lot of ad hoc manual maintenance at the individual desktop level, which means that process get out of sync; data becomes stale and there is the danger of duplication. All this inevitably ends up impacting the quality of decision-making also.

Effective last mile data integration is an automated process that involves identifying relevant data sources, mapping and cleaning the data and then transforming and loading it into the target system and using data quality and consumption information in a feedback loop. The key to this process is making it easy for the specific business user. It is about understanding the kinds of taxonomies and nomenclature the user is expecting and then being able to mould, build and shape the data being presented in a way that best suits that user.

Financial services firms that get all this right will be well placed to unlock the full potential of their investment in data and maximise the ROI on the data they purchase. Ultimately, by delivering on this process and verifying and making data readily available to users, organisations will put themselves in the best possible position to make informed decisions, streamline operations, and position themselves for ongoing success.

CategoriesAnalytics IBSi Blogs Payments

How to be a disruptor in the payment card market

True disruption is hard to achieve and rarer than you think, but when a company addresses a real consumer problem and rides the wave of consumer change, you see the birth of a major market player.

Jeremy Baber, CEO of virtual payment card provider Lanistar
Jeremy Baber, CEO of virtual payment card provider Lanistar

By Jeremy Baber, CEO of virtual payment card provider Lanistar

We often see the biggest disruptors thrive in times of change, very often as a result of economic challenges.  It will come as no surprise, therefore, that the likes of Netflix, Uber, and even Airbnb all rose to prominence after the financial crisis in 2010 simply because they all provided solutions for consumers facing very real problems in a time of change.

Each brand delivered convenience and financial savings, using the very latest technology and a shared economy model that created new, exciting, and inherently better experiences for consumers. This is exactly what consumers wanted, and it helped spawn a host of new markets.

It is this model that is powering a revolution in the card payment market today- one that has so often been at the forefront of change and innovation in its own right. Today’s consumers – banked or unbanked – are demanding more from their suppliers, forcing them to reinvent themselves and their product offerings. This is happening while the financial services industry as a whole is facing increased regulation.

The Disruptive Consumer

Historically, brands and service providers have always relied on consumers basing their purchasing decisions on basics such as service levels and fair pricing.  But the modern consumer has developed far higher expectations based on a host of new metrics such as personalised interactions, proactivity, and even whether a company can offer a connected digital experience.

Today’s consumers are disrupting traditional buying patterns and businesses, demanding elements such as cloud, mobile, social media, and AI to deliver an immediate, valuable, and personalised experience. They have learned from Netflix and Uber, and any business that fails to address this will fall by the wayside.

But the disruptive consumer does not stop there. According to research from Capita, over half (56%) of all consumers said it was important to them that their bank or building society acted sustainably and/or ethically. This does appear to be a direct result of the pandemic and increased awareness of the climate crisis, with consumers taking time to reappraise what’s important to them.

Put bluntly, these views have been extended to those businesses where they wish to spend their money. Millennials are leading the charge in this ethics revolution, with 60% claiming it’s important, followed by Boomers (57%) and Gen X (39-53 years old) 55%.

Democratisation Of Financial Products

Financial inclusion matters and is the cornerstone of economic development. When people have a bank account, it enables them to take advantage of other financial services like saving, making payments, and accessing credit.

According to The World Bank, 71% of people have a bank account in developing countries today, up from 42% a decade ago, while globally, 76% of adults around the world have an account today, up from 51% a decade ago. These tremendous gains are also now more evenly distributed and come from a greater number of countries than ever before.

But this still means some 1.4 billion people remain outside of the traditional banking sector. These tend to be the hardest people to reach – very often women, the poor, the less educated, and, very often, those living in rural areas.

While digitising payments is the way to go, much more is needed. Governments, private employers, and financial service providers – including FinTechs – should work together to lower barriers to access and improve physical, financial, and data infrastructure. This means FinTechs need to build trust and confidence in using financial products, develop innovative new products, and implement a strong and enforceable consumer protection framework that will include these aforementioned individuals.

After all, the unbanked and the underserviced sector is today the greatest untapped market opportunity for many fintechs.

The Integration Of People And Technology

The evolution of technology is at the heart of efforts to better serve customers. Adopting new technology is, therefore, critical for financial services organisations to thrive.

Progressive financial services companies are on the lookout for new technologies to improve efficiency and speed of service, as well as provide a better customer experience.  This is without doubt a direct result of the competition faced from consumer brands like Amazon, Facebook, and Google.

Even before the pandemic, customers increasingly expected easily accessible and fully personalised digital products and services. As a result, financial institutions were already rethinking processes, expanding tech investments, and testing new applications.

Incumbents have traditionally looked for technologies to increase efficiency and lower costs. FinTechs, by contrast, start with a customer problem, identifying ways to address it with digital tools, then build new business models around digital solutions.

The digitisation of financial services is ongoing. Enterprises have a choice: make innovation the focus of a stand-alone organisation, or integrate it throughout the business. The winners in this race will be the ones that marry technological innovation with the expectations of today’s consumer.

The Progressive Consumer

Over the last few years, some of the most influential global financial institutions have committed to reducing emissions attributable to their operations. They have also pledged to reshape their lending and investment portfolios to produce a net zero carbon footprint by 2050.

ESG is big business. Banks are restructuring to adopt green pledges, and fintech is developing new solutions to address climate-related consumers and issues, all as part of detailed, overarching ESG strategies. ESG-focused FinTechs in particular have a unique ability to achieve rapid growth, deliver sustainability-focused innovation, and attract investment capital to support their efforts to improve the environment and society, all while generating substantial returns. All of this is being done due to the requirements of an ever-evolving and demanding consumer.

The climate-centric FinTechs in the payments sector driving the biggest change are the ones focusing on influencing the spending behaviours of sustainability-minded consumers. By engaging with this demographic, FinTechs can sustain their revenues by aligning financial transactions with ESG goals.

Over the past decade, new digital FinTechs have begun to transform and disrupt the financial services sector. Technological advances in finance are not new, but progress has arguably accelerated in the digital age due to improvements in mobile communications, AI, machine learning, and information collection and processing technologies. This revolution was matched by an extraordinary increase in consumer expectations.

The payments market in particular has experienced a rapid proliferation of digital innovations that make payments faster and cashless. Consumers in advanced and emerging markets have increasingly adopted fintech services because of their convenience and lower cost. The challenge for both new and existing firms is to create and deliver new financial products and services as they strive to compete.

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