How AI Helped a Financial Institution Recognize the Invisible Effort Behind Everyday Life.
PLATINUM WINNER
AI FOR BETTER MARKETING 2026
Taishin Bank – “Signals of Dililgence”
Submitted by Starcom Taiwan
CASE STUDY SUMMARY
Following a major merger, Taishin Financial Holding faced a challenge familiar to many large organizations: how to grow in scale without losing touch with the people it serves.
Rather than relying on traditional demographic targeting, Taishin sought to better understand one of its core brand values: diligence. In Taiwan, diligence is often expressed through daily routines, long hours, repetition, persistence, and effort—qualities that are rarely visible through conventional marketing data.
Working with Starcom Taiwan, the bank developed an AI-powered framework capable of identifying behavioral patterns associated with sustained effort. By analyzing anonymized signals related to time, place, and repetition, the system recognized moments of commitment and perseverance that might otherwise go unnoticed.
The initiative transformed data from a tool for audience classification into a tool for human recognition, helping Taishin create more meaningful connections with customers while reinforcing the values at the heart of its brand.
KEY INSIGHTS
• Human values are often more meaningful than demographic segments.
• AI can help identify behavioral states that traditional targeting systems overlook.
• Recognition can be as powerful as persuasion.
• Brands can use technology to reflect and celebrate the realities of everyday life.
WHY AI WAS USED?
Diligence cannot be easily measured through conventional marketing data.
Because it exists as a pattern of behavior rather than a demographic characteristic, Taishin needed a way to detect signals across large populations while preserving privacy and maintaining relevance.
AI enabled the team to analyze complex combinations of time, location, and repetition patterns, helping uncover evidence of sustained effort at a scale impossible through manual observation.
HOW AI WORKED WITH HUMAN INSIGHT
Humans defined the meaning of diligence.
Strategists and researchers identified the cultural values, routines, and behaviors commonly associated with effort and perseverance in Taiwan. AI then translated those insights into measurable signals and expanded the search for additional patterns that reflected the same underlying qualities.
Human judgment remained essential throughout the process, ensuring that the outputs remained meaningful, culturally relevant, and aligned with the brand’s intent.
The result was a partnership in which AI provided scale and discovery while people provided context and understanding.
WOULD THIS HAVE BEEN POSSIBLE WITHOUT AI?
Only in a limited way.
Marketers have always understood the importance of effort, persistence, and commitment, but identifying those qualities across millions of behavioral interactions would be impossible through traditional methods.
AI enabled the bank to move beyond assumptions and uncover meaningful patterns that could be recognized and celebrated through marketing.
WHAT MARKETERS CAN LEARN
For decades, marketing has focused on identifying audiences.
Taishin’s work suggests a different possibility: identifying human states.
Instead of asking who people are, the initiative asks what people may be experiencing.
That distinction matters.
As artificial intelligence becomes more sophisticated, some of its greatest value may come not from predicting what consumers will buy next, but from helping brands better understand the realities of people’s lives.
In doing so, AI can become a tool not only for efficiency and personalization, but also for empathy.
CAMPAIGN CREDITS
Brand:
Taishin Bank
Submitted by:
Starcom Taiwan
Award:
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AI for Better Marketing 2026
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