Optimizing Customer Relations: CRM Management with Salesforce

Abstract

  Customer Relationship Management (CRM) systems are the backbone of any business looking to improve customer engagement, most traditional systems are fragmented with data silos, lack of integration, and time-consuming manual processes. To overcome these limitations the proposed Salesforce-based CRM system provides a unified, cloud-based platform aimed at improving customer interactions via real-time analytics, automation, and AI-powered tools. Salesforce combines data from sales, marketing, and customer service to drive collaboration between departments, providing each customer with a personalized experience and optimal workflow. K-means clustering for segmentation, Logistic Regression for lead-scoring, and Random Forest for churn prediction - Advanced models in the system. There was a 25% increase in retention and customer satisfaction improved by 28.6%. The accuracy of the data improved by 33%, and operational efficiency increased (up to 75% time-saved per month), among others. It is providing a scalable & powerful solution, The solution is more effective than legacy CRM systems and spans revenue growth and customer retention.