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

BIS: Stablecoins fail as ‘sound money’

ABA: Same BSA regulations should apply to banks, digital assets

Compliance and Risk
October 17, 2025

More work is needed to provide the regulatory certainty required to realize the promise of stablecoins and other digital assets, including ensuring that the same anti-money laundering regulations apply to equivalent financial activities, ABA said.

Fed’s Barr proposes expanding capital requirements to include more banks

Fed’s Barr: Regulation needed to fill ‘gaps’ in stablecoin law

Compliance and Risk
October 16, 2025

A new law establishing a regulatory framework for stablecoins has “gaps” that could pose risks to financial stability and consumer protection if federal and state regulators don’t establish safeguards for individuals and businesses, Federal Reserve Governor Michael Barr...

Channel focus: Where bank marketers are investing for 2026

Channel focus: Where bank marketers are investing for 2026

Retail and Marketing
October 16, 2025

Getting the media mix right is one of the most important tasks a bank marketer does since it can make a meaningful difference to a bank’s bottom line.

Stablecoins, crypto and quantum risk: Preparing the banking sector for what’s next

Stablecoins, crypto and quantum risk: Preparing the banking sector for what’s next

Compliance and Risk
October 15, 2025

Banks that are best positioned will be those that learn the risks, strengthen security and support post-quantum standards.

Treasury Department seeks feedback on stablecoins, illicit activities

ABA experts: Remember compliance obligations when dealing with stablecoins

Compliance and Risk
October 14, 2025

As banks explore stablecoins, they must keep in mind that Bank Secrecy Act and sanctions rules still apply, and that should guide their relationships with third parties that provide stablecoin services.

Is deepfake technology shifting the gold standard of authentication?

Overseeing the AI wave: How banks and boards can move fast — without breaking trust

Technology
October 13, 2025

The future of banking will be defined not by whether banks use AI, but by how wisely they do so.

NEWSBYTES

ABA: Same BSA regulations should apply to banks, digital assets

October 17, 2025

ABA asks Fed, administration to maintain full penny deposit services

October 17, 2025

Nacha adopts new rules to enhance international ACH transactions

October 17, 2025

SPONSORED CONTENT

Rethinking Outsourcing: The Value of Tech-Enabled, Strategic Growth Partnerships

Rethinking Outsourcing: The Value of Tech-Enabled, Strategic Growth Partnerships

October 1, 2025
What good looks like in Small Business Lending – and how to get there

What good looks like in Small Business Lending – and how to get there

October 1, 2025
The Connectivity Dividend

The Connectivity Dividend

September 1, 2025
Building Trust with Every Transaction

Building Trust with Every Transaction

September 1, 2025

PODCASTS

Podcast: From tractors to drones, how farming tech affects ag lending

October 16, 2025

Podcast: Bigger data boosts financial inclusion at Synchrony

October 9, 2025

Podcast: AI and the future of BSA risk management

October 2, 2025

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

© 2025 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

© 2025 American Bankers Association. All rights reserved.