To Achieve Meaningful Growth, Precision is the New Advantage

Connect with the author: olivia.lui@curinos.com

Last year, only 10% of banks achieved the typical 3% growth target for both customers and deposits. At the same time, the cost per checking acquisition soared to $559, more than twice that in 2018. And only 25% of deposit promotion balances yield new money—the rest is cannibalized from low rates in the back book.

Why do banks struggle with efficient acquisition? Because they lack line of sight into what drives long-term customer value.

The old playbook prescribes chasing product-specific goals, optimizing along a single dimension, measuring results afterward and then hoping units translate to value. What’s needed is a new playbook, one that evaluates holistic customer opportunity, assesses the trade-offs of volume quality and cost and predicts impact before acting.

In short, the new approach identifies what volume in the near term actually translates into high-quality growth in the long term. How? By moving from linear, siloed analytics to AI-powered, customer-centric decision intelligence. Precision acquisition involves identifying the 1% of prospects that drive an institution’s meaningful growth—those that are likely to switch, are open to switching to the bank’s brand and are more likely to grow into a long-term relationship.

Curinos data proves that this kind of precision wins. Precision versus organic targeting yields 3x the funded accounts, and 2.5x the balances.

Curinos Data: The Precision Advantage
(vs. Organic Targeting)​
0 X
Increase in funded accounts vs. organic targeting
0 X
Increase in balances vs. organic targeting

Source: Curinos Analytics

Growth without precision is highly inefficient and, ultimately, unsustainable. Precision through AI-powered decision intelligence, on the other hand, yields efficient acquisition that drives long-term customer value. It’s the next source of durable advantage.

Latest Insights

According To The Data, Insights

Trends in Wealth Deposits: Falling Rates Reveal Disparate Stra...

Excerpted from the author’s remarks at SIMFA’s Operations Conference &am...

According To The Data, Insights

Retail Banking Decision-Making: It’s A Whole New World

Excerpted from the author’s keynote address at FinovateSpring 2026 on Ma...

According To The Data, Insights

Taking the Effort Out of Customer Onboarding: An Imperative fo...

Excerpted from the author’s presentation at FinovateSpring 2026 on May 8...

Let’s turn insight into impact.

Connect with Curinos to see how our AI-first platform helps you accelerate impact, drive profits and grow with purpose.

Need to contact a specific team?

Sales Inquiries:
Sales@curinos.com

Accounts Payable Inquiries:
CurinosAP@curinos.com

Media Inquiries:
Marketing@curinos.com

Need to contact a specific team?

Sales Inquiries:
Sales@curinos.com

Accounts Payable Inquiries:
CurinosAP@curinos.com

Media Inquiries:
Marketing@curinos.com

Need to contact a specific team?

Sales Inquiries:
Sales@curinos.com

Accounts Payable Inquiries:
CurinosAP@curinos.com

Media Inquiries:
Marketing@curinos.com

Need to contact a specific team?

Sales Inquiries:
Sales@curinos.com

Accounts Payable Inquiries:
CurinosAP@curinos.com

Media Inquiries:
Marketing@curinos.com

Let's start a conversation...

Let's start a conversation...

Privacy Overview

We use cookies (including third party cookies) on our website to improve your browsing experience and analyze site traffic. These may include the use of third-party cookies, which process your data such as browsing behavior or unique identifiers.

We will not use non-essential cookies, including third-party cookies, without your explicit consent. You may grant or withdraw your consent for each category of cookies at any time.

For more information, please refer to our Cookie Policy and Privacy Policy.

Your Consent Options:

  • Strictly Necessary Cookies – Always active. These cookies are essential for the website to function properly.
  • Third Party Marketing Performance Cookies – Allow us to analyze usage and improve our services.
  • Sale of Personal Information – Allow us to personalize your experience.

By clicking "Accept All Cookies", you consent to the use of all cookies as described above. You can also "Reject Non-Essential Cookies" or "Customize Settings" to manage your preferences.