Use Cases
Intelligent Transformation
in Finance & Insurance
Financial services and insurance organizations are facing unprecedented pressure: rising regulatory demands, increasing customer expectations, high operational costs, and complex legacy IT landscapes.
At the same time, the key to addressing these challenges often already exists — within their own data.
This booklet presents 12 concrete, practice-proven use cases that demonstrate how banks and insurers can leverage data strategically to automate processes, improve risk management, and scale digital services sustainably.
What This
Booklet Covers
The use-case catalog provides a structured overview of high-impact applications across the entire value chain — from compliance and risk management to sales, customer experience, and IT modernization.
Selected use cases include:
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Automated pre-assessment of claims and benefit requests
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Real-time risk assessment based on continuous data streams
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Automated KYC and AML checks with full auditability
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Customer 360° data hub to eliminate data silos
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Data-driven lead matching and sales optimization
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Personalized customer journeys across digital channels
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Data quality and governance dashboarding
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Digital customer self-service portals
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Automated regulatory reporting
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Underwriter workbench for efficient decision-making
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Performance analytics for brokers and intermediaries
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Step-by-step modernization of legacy systems using microservices
Each use case outlines not only the business scenario, but also the tangible business value — ranging from time and cost savings to improved data quality, stronger compliance, and scalable digital operations.
Who This Booklet
Is For
This booklet is designed for:
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Executives and senior leaders in banking and insurance
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Decision-makers in IT, digital transformation, and data & analytics
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Heads of risk, compliance, sales, and operations
In short: for anyone who approaches transformation pragmatically, data-driven, and with a clear focus on execution.
From Use Case to
Implementation
Beyond concepts and ideas, the booklet shows how these use cases can be implemented in practice — including data pipelines, integration architectures, governance models, and scalable platform approaches.
The emphasis is on realistic, incremental modernization rather than disruptive, large-scale transformation programs.
Free Download

Gain a concise, actionable overview of how data-driven architectures can become a foundational pillar of modern financial services and insurance organizations.
Let’s talk
Do you need a specific offer or a sparring partner to discuss ideas?
Just contact us:
- experts@striped-giraffe.com
- +49 (0)89-416 126-667
We will be happy to support you.
WE CREATE ADDED VALUE FOR OUR CUSTOMERS.
This leads to a long-term cooperation with our customers, which we appreciate very much. You can find even more e-books, case studies, and co. in our Insights.





