Artificial Intelligence, Banking

How technology may be able to do some heavy lifting for banks in 2024

  • A confluence of macroeconomic factors and technological innovations like Gen AI may lead to some important changes in the world of banking.
  • If the current proof of concepts are any indication, Gen AI will impact how banks deal with policy changes, legacy infrastructure and impact their bottom line through dynamic pricing.
close

Email a Friend

How technology may be able to do some heavy lifting for banks in 2024

A confluence of macroeconomic factors and technological innovations may lead to some important changes in the world of banking. Endangered bottom lines, regulators, and the promise of AI may put banks closer to achieving goals that have been on their list for a long time. 

Achieving dynamic pricing

For banks, an improvement in profit is a lot better than an improvement in cost, according to Accenture. If all other things are constant, a 1% rise in revenue results in an approximately 40 basis points enhancement in pre-tax Return on Equity (ROE). Conversely, a 1% reduction in costs only yields an improvement in ROE of around 25 basis points.

But this kind of advantage is harder to realize in the real-world where a banker has to set pricing that suits the majority, knowing that for a portion of her customers a price may be too high and for others it could be lower than what they could have paid. The issue here is the lack of responsive and personalized pricing, and with interest rates remaining static for over a decade, there wasn’t much incentive to improve the sensitivity of pricing models.

This may change in 2024, and Gen AI may play a role, according to Accenture. To find whether the price is right for a consumer, banks will be able to subset consumers in smaller segments and utilize both structured and unstructured data to find the best price for the group. Ideally, this should lessen the chances of losing revenue over customers that can afford to pay more, as well as whittling down attrition from setting prices that are too high for customers that are priced out. 

Why is this important going into 2024:


subscription wall for TS Pro

0 comments on “How technology may be able to do some heavy lifting for banks in 2024”

Banking, Member Exclusive, Podcasts

Venture banking 3.0: How Stifel is rebuilding trust after Silicon Valley Bank

  • Stifel's Katya Kohen explains how venture banking is being rebuilt into what she calls 3.0 after Silicon Valley Bank's collapse.
  • She breaks down why bigger banks and neobanks each fell short of replacing SVB, and why venture debt has become essential capital for AI founders.
Zack Miller | September 09, 2026
5 questions, Banking, Member Exclusive, SMB Finance

‘Traditional banks have equated advising with cross-selling’: Grasshopper’s Danielle Kane on why just 7% of SMBs see banks as trusted advisors

  • Only 7% of SMB owners see their banks as trusted advisors, exposing a gap between transactional services and the strategic support they need.
  • Grasshopper’s Danielle Kane says the SMB-bank relationship needs to shift from more tools to proactive guidance that helps businesses navigate complexity and scale.
Javarya Kamran | August 27, 2026
Banking, Lending, Member Exclusive, Podcasts, SMB Finance

Live Oak Bank’s BJ Losch on why AI is an accelerant, not a strategy

  • Live Oak Bank grew from lending only to veterinarians into 40 verticals without ever opening a branch.
  • President BJ Losch explains how AI is helping cut SBA loan approval-to-close times from over 100 days toward a two-week target, while keeping the credit decision itself with a human underwriter.
Zack Miller | August 26, 2026
Artificial Intelligence, Banking, Podcasts

“Amy has the what. I help with the how”: Inside Bank of America’s data and AI partnership

  • Bank of America's Michelle Boston and Amy Avery reveal how "disciplined velocity" let them scale 30+ generative AI use cases.
  • The execs breakdown why trust is the real metric behind BofA's AI bets, and dive into what it takes for two leaders at one of the biggest organizations in the industry to stay ahead of the curve.
Rabab Ahsan | August 25, 2026
Member Exclusive, SMB Finance

Why banks’ trusted-advisor pitch isn’t landing with SMBs right now

  • For small business owners, banks still have a long way to go: just 7% view their bank as a true strategic partner, according to Grasshopper Bank’s recent survey.
  • A major problem, says Grasshopper's Danielle Kane, is that many banks still see small-business banking as a product category rather than an operating environment with distinct needs.
Sara Khairi | August 13, 2026
More Articles