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November 9, 2025Open Access

Financial Management System for SMEs: Real-World Deployment of Accounts Receivable and Cash Flow Prediction

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Authors

BMBartłomiej MałkusSBSzymon BobekGNGrzegorz J. Nalepa

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Overview

The integration improves accounts receivable and cash flow forecasting in small businesses, suggesting better financial management tools for freelancers.

Key Points

  • The financial prediction system enhances cash flow forecasting for small businesses.
  • The prototype web application integrates a classification model for predicting invoice payment delays effectively.
  • Integration into Cluee's platform enables practical application for financial management needs of SMEs.
  • The model addresses limitations posed by limited resources and customer bases in SMEs.

Cite This Study

Małkus et al. (2025) studied this question.

synapsesocial.com/papers/690fdcdaf60c54d04ea38259https://doi.org/10.48550/arxiv.2511.03631
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