Customer Relationship Management in the Era of Big Data and Artificial Intelligence

This research examines the relationship between Big Data and Customer Relationship Management (CRM), emphasizing Artificial Intelligence (AI) as a moderating variable. Big Data provides businesses with extensive insights into consumer behavior, while AI unlocks its full potential by analyzing vast datasets to deliver actionable insights. AI enhances CRM by automating tasks such as customer segmentation, lead scoring, and campaign management, improving efficiency and reducing manual effort. Through machine learning and predictive analytics, AI personalizes customer experiences by predicting needs based on past interactions and purchasing behavior. Additionally, AI-powered tools like chatbots enable real-time customer support, enhancing satisfaction with instant responses. AI-driven analytics also support better decision-making by providing predictive models and optimizing strategies for marketing, engagement, and sales. This integration of AI into CRM fosters personalized experiences, streamlines operations, and builds customer loyalty, ultimately driving business success. In conclusion, the synergy between Big Data and AI significantly transforms CRM practices, offering innovative solutions that ensure efficiency, personalization, and long-term competitiveness.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-01-15
DOI
https://doi.org/10.5281/zenodo.14714820
Primary Topic
Customer churn and segmentation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Customer Relationship Management in the Era of Big Data and Artificial Intelligence

Zenodo (CERN European Organization for Nuclear Research)
Customer churn and segmentation
article

Customer Relationship Management in the Era of Big Data and Artificial Intelligence

article en

Abstract

This research examines the relationship between Big Data and Customer Relationship Management (CRM), emphasizing Artificial Intelligence (AI) as a moderating variable. Big Data provides businesses with extensive insights into consumer behavior, while AI unlocks its full potential by analyzing vast datasets to deliver actionable insights. AI enhances CRM by automating tasks such as customer segmentation, lead scoring, and campaign management, improving efficiency and reducing manual effort. Through machine learning and predictive analytics, AI personalizes customer experiences by predicting needs based on past interactions and purchasing behavior. Additionally, AI-powered tools like chatbots enable real-time customer support, enhancing satisfaction with instant responses. AI-driven analytics also support better decision-making by providing predictive models and optimizing strategies for marketing, engagement, and sales. This integration of AI into CRM fosters personalized experiences, streamlines operations, and builds customer loyalty, ultimately driving business success. In conclusion, the synergy between Big Data and AI significantly transforms CRM practices, offering innovative solutions that ensure efficiency, personalization, and long-term competitiveness.

Zenodo (CERN European Organization for Nuclear Research)
Université Ibn Zohr (MA)
Openalex Percentile: Top 43%
Customer churn and segmentation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Customer Relationship Management in the Era of Big Data and Artificial Intelligence · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS