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Introduction

Impactful customer service implementation

As firms face massive digital transformation globally, customer experience has become the ultimate differentiator. Effectively analyzing and prioritizing customer complaints, often across multiple channels, is a complex challenge.

Crafting a powerful, effective Voice of Customer solution, empowered by natural language AI and predictive analytics, is essential for businesses to ensure the strategic insights needed to drive operational growth and customer satisfaction.

Challenge

Simplifying customer service and leveraging data insights

For a customer of this scale in a fast-paced financial environment, ensuring customer satisfaction while deriving the insights needed to plan future growth objectives and anticipate trends and challenges is essential. Our client faced key challenges in collecting, prioritizing, and using customer feedback to further their business outcomes.

Complexity of global customer feedback

The client, a leading global financial service provider with a 90-country footprint, faced significant challenges in classifying and summarizing call complaints. The high call volume made it difficult to review and prioritize customer issues effectively.

The key to solving this challenge was a smart, data-driven, and accurate way to analyze and categorize customer service needs. The client sought to create protocols and technology systems for this data ecosystem.

Predictive insight limitations

While the client already had an extensive digital infrastructure and a strong commitment to innovation, they lacked a sophisticated mechanism to transform their raw customer data into forward-looking insights.

Without this in place, proactive identification of customer complaint trends was challenging. They required a fast, effective way to analyze the data and identify trends and systemic issues in their offerings across all market segments.

Revenue impact

For a client as large and influential as this, delivering cutting-edge financial products and personalized customer experiences is essential to driving their commitment to innovation.

However, the inability to accurately classify and prioritize customer complaints created a significant blind spot in understanding potential revenue erosion, as unaddressed issues across consumer banking, corporate services, and trade solutions could silently undermine customer loyalty and potentially drive high-value clients to competitive financial institutions.

Solution

Creating a holistic voice of customer toolkit

To help address our client’s need for a better way to manage the volume of their customer service demands, our team developed a multi-pronged approach to address their pain points and develop a powerful technology solution to their volume and analytics needs.

What we provided:

Armed with a comprehensive picture of the client’s current customer service channels and their need to understand and use the data insights they generate; we crafted a more impactful solution using natural language AI and predictive analytics to address their needs through several critical channels.

Channel
  • Natural language AI
  • Intuitive dashboard
  • Loss value forecast models
  • Prioritization engine
Purpose
  • Extract complaint trends and themes
  • Highlight important issues with natural language insight
  • Identify true anomalies/trends vs. natural variations
  • Correctly identify chronic and emerging issues
Outcome
  • Reduced manual intervention, faster response time
  • Gained data-driven insight into call trends
  • Improved data confidence and boosted insight
  • Proactive, not reactive, customer response initiatives
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Using a Voice of Customer tool to identify actionable insights holistically allows for a 360-degree view of customer profiles, feedback, and financial process systems for faster, more effective customer service delivery.

Outcome

Full-service solutions architecture using AI, engineering, and design

The immediate impact

With our solution in place, the client saw immediate upticks in prioritizing customer complaints. They saw a 50% reduction in manual oversight for their complaint management. By enabling insights consumption across multiple leadership levels — from CXO suite to front-line managers — the solution immediately democratized customer experience intelligence, providing a standardized yet flexible framework for understanding customer feedback.

Long-term strategic advantages

The solution positioned the client to shape their experience strategy proactively. With objective prioritization mechanisms in place and efficient forecasting now possible, they can anticipate emerging trends, systematically address chronic issues, and continuously refine their service delivery for a significant competitive advantage.

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