International Journal on Science and Technology

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Advancing Test Oracle Methodologies for Operational Excellence in Life Insurance

Author(s) Chandra Shekhar Pareek
Country United States
Abstract Life Insurance systems are inherently intricate, encompassing policy administration, premium computations, underwriting workflows, claims adjudication, and strict regulatory compliance. Guaranteeing the precision and reliability of these systems necessitates advanced and methodical testing paradigms. A test oracle serves as a pivotal validation mechanism, determining the correctness of software outputs against predefined benchmarks or inputs. This paper delves into the strategic application of test oracles within the Life Insurance sector, highlighting their significance, inherent challenges, and implementation best practices. By integrating real-world case studies and an articulated conceptual framework, it offers profound insights into harnessing test oracles to streamline testing methodologies and enhance system dependability in the Life Insurance landscape.
Keywords Test Oracle, Life Insurance Systems, Policy Administration Testing, Premium Calculation Validation, Underwriting Automation Testing, Claims Processing, Quality Assurance (QA), Regulatory Compliance in Insurance, AI/ML in Testing, Explainable AI (XAI), Automated Testing Frameworks, Dynamic Business Rules, Test Data Management
Field Computer > Artificial Intelligence / Simulation / Virtual Reality
Published In Volume 16, Issue 1, January-March 2025
Published On 2025-01-06
Cite This Advancing Test Oracle Methodologies for Operational Excellence in Life Insurance - Chandra Shekhar Pareek - IJSAT Volume 16, Issue 1, January-March 2025. DOI 10.71097/IJSAT.v16.i1.1322
DOI https://doi.org/10.71097/IJSAT.v16.i1.1322
Short DOI https://doi.org/g82pcp
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