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Generative AI development in the health insurance environment
Project duration: 1 year, 3 months
Brief description
Together with the specialist departments, new AI solutions are being developed to further improve the health insurance company's core business and the care of its policyholders using data-driven insights.
Supplement
In addition to forecasting models that rely on classic statistical learning methods, solutions are increasingly being developed using generative AI techniques and, in particular, large language models. The applications are all developed as client-server web applications and access external AI interfaces. The entire life cycle of the AI applications is supported, including deployment and productive operation.
Subject description
The purpose of the developed applications is to increase efficiency by (partially) automating the data-relevant processing steps. Examples include the extraction and preparation of contract documents for the specialist departments as well as the collection and structured provision of specialist content.
IT project data
- Industries health care
- Specialist tasks health insurance company
- DP tasks customised software new development
- System environments Client/Server
- Procedure model Scrum
- Programming languages Python
- Development and test tool GitLab, Jupyter Notebook
- Standard software and BI JIRA, Streamlit
- System software Confluence, OpenAI API
Project period01.10.2024 - 19.12.2025
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