CleverTap Report Reveals AI Challenges and Opportunities in Banking Customer Engagement

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On Wed, 6 Nov, 4:02 PM UTC

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A new report by CleverTap highlights the struggles of banking executives with data silos and AI-driven personalization, while offering insights on how AI can transform customer engagement in the banking sector.

CleverTap's Market Research Reveals Banking Sector's AI Challenges

CleverTap, an all-in-one engagement platform, has released a comprehensive market research report titled "Banking on AI: A Leader's Guide to Customer Engagement Excellence in Banking" 1. The study, which surveyed 50 senior executives in the banking sector across multiple regions, reveals significant challenges and opportunities in implementing AI-driven personalization in banking.

Key Findings: Data Silos and Personalization Hurdles

The report highlights that 57% of banking executives have yet to achieve a unified customer view, primarily due to data silos caused by technological barriers and cost constraints 2. This fragmentation is hindering banks' ability to deliver personalized, seamless customer experiences in an era where AI-driven engagement is becoming increasingly essential.

Other key findings include:

  • 50% of banking executives are not effectively leveraging their high-NPS (Net Promoter Score) customers 3
  • 41% are not using real-time segmentation capabilities 3
  • Only about 33% of banks are using more than four channels in their engagement campaigns, despite a 53% improvement in conversions for those who do 3

The Core Four Framework and AI Strategy

To address these challenges, CleverTap has developed the Core Four Framework, encompassing Trust, Technology, Touchpoints, and Transactions 2. This framework aims to help banks transition from product-focused to customer-centric approaches, fostering deeper relationships and delivering "phy-gital" experiences.

The report outlines a three-stage AI strategy for banks:

  1. Operational Optimizers: Using AI to enhance operational efficiency
  2. Personalization & Experimentation Architects: Applying AI to improve orchestration and personalization
  3. Strategic Innovators: Leveraging AI for automated strategic decision-making and long-term planning 4

Future Outlook: AI Transforming Banking

Looking ahead, CleverTap's report highlights six transformative AI outlooks for the banking sector:

  1. Synthetic data innovations for enhanced analytics
  2. AI-driven emotional engagement and personalized gamification
  3. Modernization of MarTech through AI-powered ecosystems
  4. Shift towards customer-centric approaches using AI for dynamic personalization
  5. Implementation of responsible AI frameworks
  6. Collaboration with fintech firms through AI-powered open banking 1

Expert Insight

Jacob Joseph, VP of Data Science at CleverTap, emphasizes the critical role of AI in banking's future: "The banking sector has often played catch-up when it comes to tech innovations, but customer familiarity with digital solutions is making it clear that banks need to bridge this divide quickly. [...] For banks aiming to stay competitive in a digital-first world, AI isn't optional - it's essential." 124

As the banking sector continues to evolve, the integration of AI-powered solutions appears to be a key factor in meeting and exceeding customer expectations, building trust, and maintaining competitiveness in an increasingly digital landscape.

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