Constitutional AI: Upholding Ethical Standards and Accountability in AI Models and CRM Strategies

Registration ID: IJNRD_218663

Published ID: IJNRD2404423

DOI: Click Here to Get

Suman Deep , Saurabh Kumar , Pourush Kalra

Ethical AI, Transparency, Accountability, CRM, Data Privacy, Bias Mitigation, Governance, Trustworthiness,Machine learning,Artificial Neural Networks (ANNs),Deep learning,Neural Networks,

In recent years, the integration of artificial intelligence (AI) into Customer Relationship Management (CRM) systems has revolutionized how businesses interact with their customers. AI-powered CRM solutions enable organizations to analyze vast amounts of customer data, personalize interactions, and enhance overall customer experience. The intersection of AI and CRM presents a myriad of opportunities for businesses to streamline operations, improve decision-making processes, and deliver personalized experiences to their customers. However, alongside these benefits come ethical challenges that demand careful consideration and proactive measures to safeguard against potential risks and ensure the responsible deployment of AI in CRM environments.Also, this rapid advancement in AI technology has brought to light significant ethical considerations that must be addressed to ensure responsible and ethical AI development and usage. This white paper explores the key ethical considerations in AI development within the context of CRM systems, focusing on promoting transparency and accountability to uphold ethical standards and foster trust with stakeholders.

Published Paper   E-Certificate

Suman Deep, Saurabh Kumar, & Pourush Kalra (April-2024). Constitutional AI: Upholding Ethical Standards and Accountability in AI Models and CRM Strategies. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(4), e223-e232. https://ijnrd.org/papers/IJNRD2404423.pdf

Volume 9 Issue 4, April-2024

Pages : e223-e232

Paper Reg. ID: IJNRD_218663

Published Paper Id: IJNRD2404423

Downloads: 000121993

Research Area: Science & Technology

Country: Dublin, CA, United States

Published Paper PDF: https://ijnrd.org/papers/IJNRD2404423.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2404423

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 10 | October 2025

IJNRD is a Scholarly Open Access, Peer-reviewed, and Refereed Journal with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost Journal that follows UGC CARE 2025 Peer-Reviewed Journal Policy norms, Scopus journal standards, and Transparent Peer Review practices to ensure quality and credibility. IJNRD provides indexing in all major databases & metadata repositories, a citation generator, and Digital Object Identifier (DOI) for every published article with full open-access visibility.

The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse fields. Its goal is to promote global scientific information exchange among researchers, developers, engineers, academicians, and practitioners. IJNRD serves as a platform where educators and professionals can share research evidence, models of best practice, and innovative ideas, contributing to academic growth and industry relevance.

Indexing Coverage includes Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many more recognized academic repositories.

How to submit the paper?

By Our website

Click Here to Submit Paper Online

By Mail

Send your paper to editor@ijnrd.org

Important Dates for Current issue

Paper Submission Open For: October 2025

Current Issue: Volume 10 | Issue 10 | October 2025

Impact Factor: 8.76

Last Date for Paper Submission: Till 31-Oct-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: IJNRD is an International Peer-reviewed, Refereed, and Open Access Journal with Transparent Peer Review as per the new UGC CARE 2025 guidelines, offering low-cost multidisciplinary publication with Crossref DOI and global indexing.

Subject Category: Research Area

Call for Paper: More Details