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Starts 7 June 2025 00:43
Ends 7 June 2025
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How HUK-COBURG Became a Data-Driven Insurance Leader
Discover how HUK-COBURG transformed into a data-driven insurance leader, leveraging big data, AI, and machine learning to revolutionize personalized pricing, customer service, and claims processing.
MLCon | Machine Learning Conference
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MLCon | Machine Learning Conference
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Overview
Discover how HUK-COBURG transformed into a data-driven insurance leader, leveraging big data, AI, and machine learning to revolutionize personalized pricing, customer service, and claims processing.
Syllabus
- Introduction to HUK-COBURG
- Foundations of a Data-Driven Culture
- Leveraging Big Data for Transformation
- Artificial Intelligence in Insurance
- Machine Learning Applications
- Revolutionizing Personalized Pricing
- Enhancing Customer Service with AI
- Streamlining Claims Processing
- Ethical Considerations and Compliance
- Measuring Success and ROI
- Future Trends and Innovation
- Conclusion
Overview of the company and its market position
Initial challenges and objectives in becoming data-driven
Importance of data in modern insurance
Building a data-centric organizational mindset
Collecting and managing large datasets
Data infrastructure and technologies used
Introduction to AI and its applications in insurance
Case studies of AI-driven initiatives at HUK-COBURG
Techniques used for pattern recognition and prediction
Machine learning models for risk assessment and mitigation
Dynamic pricing strategies driven by data analytics
Benefits of personalized pricing for customers and the company
AI tools for improving customer interactions
Personalization in customer service delivery
Automation of claims using AI and machine learning
Reducing processing times and increasing accuracy
Handling data privacy and security
Regulatory requirements and ethical AI usage
Key performance indicators for data-driven initiatives
Case study: Evaluating the impact of AI on business growth
Emerging technologies in insurance
HUK-COBURG’s roadmap for continued innovation
Summary of key lessons learned
The future of data-driven insurance at HUK-COBURG
Subjects
Computer Science