Loading...
Scholar9 logo True scholar network
  • Article ▼
    • Article List
    • Deposit Article
  • Mentorship ▼
    • Overview
    • Sessions
  • Questions
  • Scholars
  • Institutions
  • Journals
  • Login/Sign up
Back to Top

Transparent Peer Review By Scholar9

Demystifying Business Intelligence (BI): A Comprehensive Guide

Abstract

Business Intelligence (BI) has emerged as a fundamental component of modern business strategy, revolutionizing how organizations harness data for strategic decision-making. This comprehensive article explores the evolution of BI from traditional reporting to dynamic analytics, examining its architectural framework, technological components, implementation methodologies, and real-world applications. The article documents how organizations across diverse sectors increasingly integrate BI capabilities into core business functions, recognizing the competitive advantages of data-driven approaches. It analyzes the critical success factors for effective implementation, highlighting the importance of governance frameworks, user experience design, and iterative deployment strategies. The article further examines the specialized tools supporting various aspects of the analytical lifecycle, from data storage and processing solutions to visualization platforms and programming frameworks. Through detailed examination of functional applications spanning sales, marketing, operations, and finance, the article demonstrates how BI translates theoretical concepts into tangible business outcomes. Finally, it explores emerging trends including augmented analytics, natural language processing, edge computing, embedded BI, and data democratization, that continue to reshape the analytical landscape.

PRONOY CHOPRA Reviewer

badge Review Request Accepted

PRONOY CHOPRA Reviewer

25 Nov 2025 01:44 PM

badge Approved

Relevance and Originality

Methodology

Validity & Reliability

Clarity and Structure

Results and Analysis

1. Relevance and Originality

The paper examines the role of Business Intelligence within contemporary business environments, a topic that remains essential for organizations seeking data guided decision making. Its coverage of BI evolution, technological components, implementation factors, and emerging analytical trends demonstrates strong relevance. To enhance originality, the paper could briefly clarify the unique insight or contribution it brings to the wider BI literature.

2. Methodology

While the content provides a broad overview of key themes, it does not specify the approach used to develop the analysis. Readers may find it unclear whether the study is grounded in conceptual exploration, case based observations, literature assessment, or practical experience. Offering a brief explanation of the research method would strengthen the structural foundation of the work.

3. Validity and Reliability

The observations regarding governance, user experience, deployment strategies, and the tools involved in the analytical lifecycle appear consistent with current industry practices. However, without reference to supporting evidence or evaluation methods, it is difficult to determine the reliability of these insights. Noting the type of material or analysis that informed the study would help reinforce its credibility.

4. Clarity and Structure

The content is written clearly and organizes ideas in a coherent sequence, starting from BI progression and moving toward functional uses and future trends. Despite this clarity, the breadth of coverage results in a dense presentation. The narrative would benefit from slightly more distinct separation between the historical overview, implementation guidance, and emerging developments.

5. Results and Analysis

The paper outlines a wide conceptual landscape but does not point to specific findings, examples, or demonstrated outcomes. If the study includes concrete observations, sector specific patterns, or identified success factors, referencing one or two of these would make the analytical contribution more tangible. Highlighting a meaningful insight would enhance the overall impact of the work.

avatar

IJ Publication Publisher

Thank you for your detailed assessment. Your contribution plays an important role in ensuring the academic integrity of our publication. We appreciate your commitment.

Publisher

User Profile

IJ Publication

Reviewer

User Profile

PRONOY CHOPRA

More Detail

User Profile

Paper Category

Artificial Intelligence

User Profile

Journal Name

TIJER - Technix International Journal for Engineering Research

User Profile

p-ISSN

User Profile

e-ISSN

2349-9249

Subscribe us to get updated

logo logo

Scholar9 is aiming to empower the research community around the world with the help of technology & innovation. Scholar9 provides the required platform to Scholar for visibility & credibility.

QUICKLINKS

  • What is Scholar9?
  • About Us
  • Mission Vision
  • Contact Us
  • Privacy Policy
  • Terms of Use
  • Blogs
  • FAQ

CONTACT US

  • logo +91 82003 85143
  • logo hello@scholar9.com
  • logo www.scholar9.com

© 2025 Sequence Research & Development Pvt Ltd. All Rights Reserved.

whatsapp