The Journal of Cost Accounting Research
Online ISSN : 2432-034X
Print ISSN : 1349-6530
ISSN-L : 1349-6530
The Effectiveness and Applicability of AI-based Estimated Costing:
Based on Research into the Application of AI to Bank TDABC
Masayuki Tanimori
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2025 Volume 49 Issue 1-2 Pages 94-106

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Abstract

Research has been conducted on AI-based cost estimation in banking utilizing TDABC to estimate capacity from overhead costs. Cost estimation frequently relies on experts’ tacit knowledge such as intuition and experience. To address this issue, an AI model was developed to incorporate this knowledge. The effectiveness tests confirmed its applicability. Future research will be necessary to investigate the application of AI cost estimation to small and medium-sized enterprises in general.

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© 2025 The Japan Cost Accounting Association
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