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  1. Case Studies
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  3. Financial Services
Financial Services

Financial Services Customer Feedback Analysis

"Mobile banking feedback clustered into distinct patterns: convenience praise vs."

— Key Finding
25K+
Data Analyzed
32+
Themes Identified
4.5h
Analysis Time

This case study demonstrates our GATOS methodology applied to a representative scenario. Every insight traces back to source data.

Executive Summary

Demonstrating traceable thematic analysis on banking customer feedback

Mobile banking feedback clustered into distinct patterns: convenience praise vs. usability frustration—the same feature generating both positive and negative sentiment

From 25K+ analyzed

Key Themes at a Glance

#1
Digital Experience32%
#2
Service Uncertainty28%
#3
Onboarding Friction22%
#4
Security Tension18%
View All FindingsView Full Analysis

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Human Resources

Employee Feedback Analysis

Demonstrating traceable thematic analysis on workplace feedback data

"Work-life balance extracts clustered differently by department—engineering showed workload patterns while customer support showed scheduling constraints."

8K+ analyzed•22+ themes
Healthcare

Healthcare Patient Experience Analysis

Demonstrating traceable thematic analysis on complex patient feedback data

"Emergency department wait time emerged as a dominant theme, with patients frequently expressing frustration about uncertainty rather than duration alone."

10K+ analyzed•24+ themes
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See how our GATOS methodology can deliver traceable insights for your organization.

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