ABA Banking Journal
No Result
View All Result
  • Topics
    • Ag Banking
    • Commercial Lending
    • Community Banking
    • Compliance and Risk
    • Cybersecurity
    • Economy
    • Human Resources
    • Insurance
    • Legal
    • Mortgage
    • Mutual Funds
    • Payments
    • Policy
    • Retail and Marketing
    • Tax and Accounting
    • Technology
    • Wealth Management
  • Newsbytes
  • Podcasts
  • Magazine
    • Subscribe
    • Advertise
    • Magazine Archive
    • Newsletter Archive
    • Podcast Archive
    • Sponsored Content Archive
SUBSCRIBE
ABA Banking Journal
  • Topics
    • Ag Banking
    • Commercial Lending
    • Community Banking
    • Compliance and Risk
    • Cybersecurity
    • Economy
    • Human Resources
    • Insurance
    • Legal
    • Mortgage
    • Mutual Funds
    • Payments
    • Policy
    • Retail and Marketing
    • Tax and Accounting
    • Technology
    • Wealth Management
  • Newsbytes
  • Podcasts
  • Magazine
    • Subscribe
    • Advertise
    • Magazine Archive
    • Newsletter Archive
    • Podcast Archive
    • Sponsored Content Archive
No Result
View All Result
No Result
View All Result
Home Retail and Marketing

From Big Data to Little Personal Touches

November 5, 2019
Reading Time: 3 mins read
Small Banks, Big Data and the Personal Touch

By Olaf Tennhardt

Banking clients, like customers of any retailer, crave a personalized customer experience tailored to their needs, wants and expectations. In fact, they expect it. Why? Because they’re telling banks everything they need to know how to treat them like humans, not like a name on a spreadsheet. It’s up to banks to see the possibilities in their rich stores of data and imagine and deliver meaningful experiences.

Regardless of whether clients are stopping by a branch, contacting a call center or reaching out via social media, they’re willingly handing over data each time they interact with an institution. To harness the power of the information offered up by their customers, it takes the right technologies and processes. Banks should leverage artificial intelligence and machine learning to collect and understand their customer data and determine the right moment and engagement for each person. These insights, used intelligently and ethically, can help banks turn their data into a competitive advantage.

It’s far easier said than done, and for many institutions, it can seem like an insurmountable challenge. Banks, large or small, often struggle to gather the reams of customer data and make sense of it to provide the tailored, human experience that their clients seek.

Large banks: Connection creates results

Many large banks have invested hundreds of millions of dollars in data, analytics and decisioning tactics and technologies—but to only middling results. To get the most value out of their investment and data science talent, they need to add a crucial element: connection.

Accomplishing this will require banks to undergo change management and a shift in its operating model to accommodate new collaborative processes and connections. CMOs and CIOs will need to break down silos and transform how they work together to create an integrated data and analytics environment and leverage their existing investments in employee and customer-facing systems. A rock-solid data foundation will enable actionable insights that lead to delivery—and ultimately, to customized client experiences.

Regional banks: Building the foundation

Regional banks may be well poised to ride this new wave of integrated technologies and ecosystems and give their customers optimized experiences. Their opportunity is different from the large banks — some may not have the in-house capabilities or advanced technologies to create integrated data and experience environments. Following is one approach that could help regional banks deliver to their customers and potentially leapfrog their larger competitors:

  • Establish a customer experience operating model. Similar to large banks, regional banks will need an operating model built on collaboration and connection focused on the customer.
  • Own your data. Data should be a core competency, owned and maintained behind a bank’s own firewall or cloud. A customer data platform can help a bank record and track their customers’ online behavior across devices to help them capture a unique 360-degree view of their wants and needs. In doing so, they can gather key insights on customer data trails and a deep, contextual understanding of how each customer wants their data to be shared and used.
  • Own your decisioning. AI and machine learning should be used to help identify the best way and time to engage with each customer, optimizing the experience and outcome. Ideally, banks should know which customer segments to target with their products. A decisioning engine curates the right experience for each segment and ultimately automates that process.
  • Own the delivery. Connect processes and technologies across the ecosystem to create seamless omnichannel experiences trusted by customers.

No matter the size of a banking institution, its customers want to feel valued, appreciated, and understood. With strategic processes in place, a bank can have a clear path forward to know their customers intimately and at scale. By tapping into customer data from every interaction, banks can create and maintain those valuable relationships. Banks can treat their customers like humans first—and provide them with the important experiences they desire.

Olaf Tennhardt is a principal at Deloitte Consulting LLP and financial services lead for Hux by Deloitte Digital.

Tags: Artificial intelligenceBig dataCustomer experience
ShareTweetPin

Related Posts

Treasury seeks input on Genius Act implementation

ABA Viewpoint: The Genius Act rules are (almost) here. Here’s what banks should do

Featured
August 10, 2026

The real work for most banks isn't deciding whether or not to become an issuer. It's building the strategy that comes after that answer and showing up as the critical and trusted infrastructure bank customers continue to rely on. 

Banks, Sports Sponsorships and COVID: Three Ways to Win

The new playbook for banking athletes

Retail and Marketing
August 10, 2026

An ABA Banking Journal series explores how banks are adapting to the financial needs of student athletes, professionals and the sports industry around them.

Senate Democrats seek proposals for regulatory changes following recent bank closures

Senate adjourns with no vote on Clarity Act

Newsbytes
August 8, 2026

The Senate adjourned without holding a final vote on the Clarity Act, punting further action on the bill until at least September.

ABA, 52 state bankers associations urge Congress to close stablecoin interest loophole

ABA: More work needed to harmonize BSA/sanctions requirements for stablecoin issuers

Compliance and Risk
August 6, 2026

ABA supports requiring stablecoin issuers to comply with the Bank Secrecy Act and sanctions requirements, but proposed rulemaking to establish those standards needs further refinements, the association said in a letter to the FDIC.

Federal agencies warn of scams following hurricanes

The evolution of financial scams

Compliance and Risk
August 5, 2026

What a century of fraud can teach banks about the next generation of risk.

National Bankers Association partners on program to help close the racial wealth gap

How banks can garner their share of the wealth transfer windfall

Wealth Management
August 3, 2026

Many financial institutions are very good at building multi-generational family relationships and there is much to learn from them.

NEWSBYTES

Fed updates BIC program as part of discount window modernization

August 10, 2026

Report: Federal Home Loan Banks supported $8.4B in community lending in 2025

August 10, 2026

Carr staffer nominated for FCC commissioner

August 8, 2026

SPONSORED CONTENT

Relationship Banking at Scale: Why Banks Need The Digital Sales & Service Platform

Relationship Banking at Scale: Why Banks Need The Digital Sales & Service Platform

August 1, 2026
Why Your Systems Keep Slowing Down — and What to Do About It

Examiners Are Now Looking at Your Non-Core Systems

June 11, 2026
Your Floorplan Audit and Your Credit Decision Are Weeks Apart. That Gap Has a Price.

Your Floorplan Audit and Your Credit Decision Are Weeks Apart. That Gap Has a Price.

June 1, 2026
A Modern Blueprint for Serving High-Net-Worth Families

A Modern Blueprint for Serving High-Net-Worth Families

May 28, 2026

PODCASTS

Podcast: Banking the brave new world of college athletics

August 4, 2026

Podcast: Tactics for meaningful strategic planning

July 28, 2026

Podcast: Why it might be time to revisit a key FDIC ratio

July 23, 2026

American Bankers Association
1333 New Hampshire Ave NW
Washington, DC 20036
1-800-BANKERS (800-226-5377)
www.aba.com
About ABA
Privacy Policy
Contact ABA

ABA Banking Journal
About ABA Banking Journal
Media Kit
Advertising
Subscribe

© 2026 American Bankers Association. All rights reserved.

No Result
View All Result
  • Topics
    • Ag Banking
    • Commercial Lending
    • Community Banking
    • Compliance and Risk
    • Cybersecurity
    • Economy
    • Human Resources
    • Insurance
    • Legal
    • Mortgage
    • Mutual Funds
    • Payments
    • Policy
    • Retail and Marketing
    • Tax and Accounting
    • Technology
    • Wealth Management
  • Newsbytes
  • Podcasts
  • Magazine
    • Subscribe
    • Advertise
    • Magazine Archive
    • Newsletter Archive
    • Podcast Archive
    • Sponsored Content Archive

© 2026 American Bankers Association. All rights reserved.