Before submitting a manuscript to IJMSOR, authors must confirm that ALL the following conditions are fully satisfied:

 1. Manuscript Scope and Originality

• The manuscript falls within the journal’s scope (Artificial Intelligence, Operations Research, Management Analytics, or related areas).
• The manuscript is original, unpublished, and not under review in another journal.
• The manuscript provides a clear scientific contribution (theoretical, empirical, or methodological).
• The research problem, objectives, and contributions are explicitly defined.

 2. Authorship and Identification

• All authors have made a significant scientific contribution.
• All authors have approved the final version of the manuscript.
• Each author has a valid ORCID identifier.
• Full author affiliations are provided (institution, city, country).
• A corresponding author is clearly identified with an institutional email.

 3. Manuscript Structure and Formatting

 The manuscript strictly follows the required structure:

• Title (English and Spanish)
• Abstract (structured)
• Keywords (5–7 terms)
• Introduction
• Theoretical Framework / Literature Review
• Methodology
• Results
• Discussion
• Conclusions
• References

Additional requirements:

• Sections are clearly titled and logically organized.
• Tables and figures are numbered, titled, and referenced in the text.
• Units, symbols, and terminology are standardized.

 4. Abstract and Keywords

• The abstract is structured and includes:
  • Background
  • Objective
  • Methods
  • Results
  • Conclusions
• The abstract is written in English and Spanish.
• Keywords are standardized and aligned with international indexing databases.

 5. Scientific Quality and Methodological Rigor

• The methodology is clearly described and replicable.
• Data sources and analytical methods are properly justified.
• Results are presented clearly and supported by evidence.
• Discussion links findings with existing literature.
• Conclusions reflect the objectives and results of the study.

 6. References and Citations

• All references follow APA 7th edition format.
• DOIs are included for all references where available.
• References are relevant, recent, and academically معتبر.
• All in-text citations are included in the reference list and vice versa.

 7. Ethical Compliance

• The manuscript complies with COPE guidelines.
• No plagiarism, self-plagiarism, or duplicate publication is present.
• All sources are properly cited.
• Ethical approval is provided when applicable (human/animal research).
• Conflicts of interest are explicitly declared.

 8. Data Transparency and Reproducibility

• A Data Availability Statement is included.
• Data, code, or materials are available when possible.
• Limitations of the study are clearly stated.

 9. Funding and Acknowledgments

• All funding sources are disclosed.
• Grant numbers are included where applicable.
• Acknowledgments are clearly stated.

 10. Use of Artificial Intelligence

• The use of AI tools (e.g., ChatGPT) is declared.
• AI tools have not been listed as authors.
• Authors assume full responsibility for the content.

 11. Language and Style

• The manuscript is written in clear, academic English or Spanish.
• Grammar and spelling have been reviewed.
• Technical terminology is consistent throughout the document.

 12. Final Submission Requirements

• The manuscript file is complete and anonymized for peer review.
• All supplementary files are included (if applicable).
• Figures and tables are in high resolution.
• The submission complies with journal formatting guidelines.