Search
00
GBAF Logo
trophy
Top StoriesInterviewsBusinessFinanceBankingTechnologyInvestingTradingVideosAwardsMagazinesHeadlinesTrends

Subscribe to our newsletter

Get the latest news and updates from our team.

Global Banking & Finance Review®

Global Banking & Finance Review® - Subscribe to our newsletter

Company

    GBAF Logo
    • About Us
    • Advertising and Sponsorship
    • Profile & Readership
    • Contact Us
    • Latest News
    • Privacy & Cookies Policies
    • Terms of Use
    • Advertising Terms
    • Issue 81
    • Issue 80
    • Issue 79
    • Issue 78
    • Issue 77
    • Issue 76
    • Issue 75
    • Issue 74
    • Issue 73
    • Issue 72
    • Issue 71
    • Issue 70
    • View All
    • About the Awards
    • Awards Timetable
    • Awards Winners
    • Submit Nominations
    • Testimonials
    • Media Room
    • FAQ
    • Asset Management Awards
    • Brand of the Year Awards
    • Business Awards
    • Cash Management Banking Awards
    • Banking Technology Awards
    • CEO Awards
    • Customer Service Awards
    • CSR Awards
    • Deal of the Year Awards
    • Corporate Governance Awards
    • Corporate Banking Awards
    • Digital Transformation Awards
    • Fintech Awards
    • Education & Training Awards
    • ESG & Sustainability Awards
    • ESG Awards
    • Forex Banking Awards
    • Innovation Awards
    • Insurance & Takaful Awards
    • Investment Banking Awards
    • Investor Relations Awards
    • Leadership Awards
    • Islamic Banking Awards
    • Real Estate Awards
    • Project Finance Awards
    • Process & Product Awards
    • Telecommunication Awards
    • HR & Recruitment Awards
    • Trade Finance Awards
    • The Next 100 Global Awards
    • Wealth Management Awards
    • Travel Awards
    • Years of Excellence Awards
    • Publishing Principles
    • Ownership & Funding
    • Corrections Policy
    • Editorial Code of Ethics
    • Diversity & Inclusion Policy
    • Fact Checking Policy
    Original content: Global Banking and Finance Review - https://www.globalbankingandfinance.com

    A global financial intelligence and recognition platform delivering authoritative insights, data-driven analysis, and institutional benchmarking across Banking, Capital Markets, Investment, Technology, and Financial Infrastructure.

    Copyright © 2010-2026 - All Rights Reserved. | Sitemap | Tags

    Editorial & Advertiser disclosure

    Global Banking & Finance Review® is an online platform offering news, analysis, and opinion on the latest trends, developments, and innovations in the banking and finance industry worldwide. The platform covers a diverse range of topics, including banking, insurance, investment, wealth management, fintech, and regulatory issues. The website publishes news, press releases, opinion and advertorials on various financial organizations, products and services which are commissioned from various Companies, Organizations, PR agencies, Bloggers etc. These commissioned articles are commercial in nature. This is not to be considered as financial advice and should be considered only for information purposes. It does not reflect the views or opinion of our website and is not to be considered an endorsement or a recommendation. We cannot guarantee the accuracy or applicability of any information provided with respect to your individual or personal circumstances. Please seek Professional advice from a qualified professional before making any financial decisions. We link to various third-party websites, affiliate sales networks, and to our advertising partners websites. When you view or click on certain links available on our articles, our partners may compensate us for displaying the content to you or make a purchase or fill a form. This will not incur any additional charges to you. To make things simpler for you to identity or distinguish advertised or sponsored articles or links, you may consider all articles or links hosted on our site as a commercial article placement. We will not be responsible for any loss you may suffer as a result of any omission or inaccuracy on the website.

    1. Home
    2. >Technology
    3. >Three Ways to Improve Your Risk Performance Through Data Technology
    Technology

    Three Ways to Improve Your Risk Performance Through Data Technology

    Published by Gbaf News

    Posted on August 2, 2019

    4 min read

    Last updated: January 21, 2026

    Add as preferred source on Google
    An illustration depicting data analytics tools that improve risk performance in banking, aligning with strategies discussed in the article on leveraging technology for risk management.
    Data technology enhancing risk performance in banking and finance - Global Banking & Finance Review
    Why waste money on news and opinion when you can access them for free?

    Take advantage of our newsletter subscription and stay informed on the go!

    Subscribe

    Whether you’re evaluating risk at one of the biggest commercial lenders in the world or as an independent factor, you’re likely taking on more risk at a faster pace.

    And that’s because both Asset-Based Lending (ABL) and factoring continue to grow at healthy rates in the US. According to the recent Secured Finance Foundation Impact Study, in 2018 ABL commitments by US lenders grew by over 6%and the volume of receivables financed by factoring showed gains in excess of 3%. So, with this growth, how can you keep risk in check whilst taking on more clients?

    Risk-management technology can help you outpace your competitors in a way that reduces frustration and promotes growth. This is especially true as the US market continues to shift from referral-based to data-driven client acquisition. It creates clear oversite so you can spot trends and react promptly across your portfolio.

    By embracing technology, you can collect, analyze and respond quickly to easily accessible data that helps you accomplish three things simultaneously: mitigate risk, improve efficiency, and develop your organization’s talent.

    1. Understanding your portfolio’s quality will help mitigate risk

    Technology driven risk analytics tools help you better understand your portfolio’s quality. Though with the automation of analytics,you can move quickly by applying algorithms to your existing data,which allows you to understand what’s working and what’s not.It can identify what types of clients stay longer and monitor shifts in concentration in geography and by industry. It can also help you flag risk and compliance issues while they are still small and correctible. Additionally, it can provide a true cost analysis of which clients are most profitable,giving you a clear roadmap for where to invest your time and resources.

    For example, an invoice finance business uses our risk management software to pro-actively detect ‘risk flags’ across its entire portfolio. The company has created a Focus List that automatically populates with clients that are showing negative trends, immediately notifying management that further review and action is required.

    1. Improving your operational efficiency

    Risk analytics technology also improves your operational efficiency. Chances are you are now pulling static data from legacy systems despite the size of your company. This often creates multiple daily and weekly reports with redundant information.  While not everyone has the budget or buy-in to truly integrate and aggregate all their available data, there are ways it can help you work faster and more efficiently on any scale.

    We all understand even the simplest, most mundane tasks can suck hours out of a day. Risk analytics tools can be programmed to populate forms or group information like annual client reviews, facility changes or the lender’s position on a new debtor,but it can also do much more.It offers new ways to view data with more insight than separate stand-alone resources can.It can also sift through incoming data around the clock, so you come to work better prepared to confidently take action.

    Most US-based banks are in the process of shifting to more focused technology. They acknowledge it is critical to find the right partners, as they work through their digital transformation. Recently, a retail and commercial bank opened and built its systems with risk analytics tools in mind. This created greater efficiencies and monitoring so senior managers could make quick, informed decisions. They acknowledge that having instant access to data while managing a busy portfolio has been critical to their growth.

    1. Developing your talent’s data IQ

    Another benefit of investing in technology is it gives risk and portfolio managers a greater understanding of how to use their data wisely. Nearly every conversation I have with a client eventually turns to their concerns about how to teach the next generation of talent to assess risk; spot compliance issues, and understand everything that data and risk analytics can do.

    Risk-management technology can become an invaluable mentor who is always there. Our customers have found that digital natives increasingly use it in the early part of their decision-making. Their smartphones have trained them to rely on a machine instead of a person to answer a question. Data dashboards build on that well-practiced preference. For senior people, risk analytics technology can validate their thoughts and provides the hard data to support any changes.

    Wherever you are along your journey of using technology to assess risk and future-proof your company’s success, now is the time to take the next step forward.Set yourself up for success in 2020 by determining now the right suite of data-driven risk analytics tools for your organization.Your investment will give you an edge in mitigating risk, working more efficiently, and allow you to make data-informed decisions.

    More from Technology

    Explore more articles in the Technology category

    Image for Nominations Open for Technology Awards 2026
    Nominations Open for Technology Awards 2026
    Image for Nominations Open for Innovation Awards 2026
    Nominations Open for Innovation Awards 2026
    Image for Archie earns industry recognition across G2, Capterra, and SoftwareReviews
    Archie Earns Industry Recognition Across G2, Capterra, and SoftwareReviews
    Image for The Bankaool Transformation: How a Regional Mexican Bank Became a Fintech Disruptor
    The Bankaool Transformation: How a Regional Mexican Bank Became a FinTech Disruptor
    Image for Submit Your Entry Today for Digital Banking Awards 2026
    Submit Your Entry Today for Digital Banking Awards 2026
    Image for Behavioral AI in Financial Services: Moving Beyond Automation Toward Human Understanding
    Behavioral AI in Financial Services: Moving Beyond Automation Toward Human Understanding
    Image for Submit Your Entry for Brand of the Year Awards Technology Bahrain 2026
    Submit Your Entry for Brand of the Year Awards Technology Bahrain 2026
    Image for Entries Now Open for Best Islamic Open Banking Burkina Faso APIs 2026
    Entries Now Open for Best Islamic Open Banking Burkina Faso APIs 2026
    Image for Entrepreneurial Discipline in the AI Economy: Insights from Dmytro Lavryniuk
    Entrepreneurial Discipline in the AI Economy: Insights From Dmytro Lavryniuk
    Image for Entries Now Open for Best New Digital Wallet Innovation Award 2026
    Entries Now Open for Best New Digital Wallet Innovation Award 2026
    Image for Call for Entries: Best Digital Wallet 2026
    Call for Entries: Best Digital Wallet 2026
    Image for Nominations Open for Brand of the Year Technology 2026
    Nominations Open for Brand of the Year Technology 2026
    View All Technology Posts
    Previous Technology PostOpen Source: Where Is It Going?
    Next Technology PostWeary Eyes and Fictitious Faces: Why Fingerprints Are Best for Biometric Authentication