Xceed Analytics Use Cases by Customer Journey

This section showcases customer journey specific demonstrations built using Xceed Analytics.

Marketing

Name	Description	Type
Term Deposit Prediction	Predict the probability of a person likely to open a term deposit account with the bank	Classification
Customer Acquisition	The analysis of consumer demographic data, customer segmentation, and the identification of the demographic groups that most closely match the company's core clientele.	Clustering
Cohort Analysis	Understanding customer behavior patterns, segmenting them, and creating cohorts in line with trends.	Clustering
Customer Segmentation	To analyze and determine the ideal group of new customers for a firm and classify them into groups based on several factors	Classification
RFM Analysis	Understanding customer behavior patterns through three key factors-recency,frequency and monetary,assigning scores based on them ,and segmenting them accordingly in line with similar trends	Workflow
Marketing Spend Optimization	To track each marketing channel used, understand customer response patterns to various marketing campaigns	Workflow

Sales

Name	Description	Type
Medical Insurance Premium Prediction	Predict the premium of the potential customers based on their age and their medical history	Regression
Life Insurance Risk Assessment Prediction	Predict the risk of a customer	Classification
Grocery Sales Forecasting	Predict grocery sales	Regression
Predict Hospital Admissions	Predict if an ER Case will convert to admission	Classification
Automobile Price Prediction	Predict the price of automobile based on its input characteristics	Regression
Bike Sharing Demand Prediction	Predict bike sharing demand	Regression
Dynamic Pricing	Estimate and suggest product prices to sellers based on various factors such as product demand, region, market changes etc	Regression

Ancillaries

Name	Description	Type
Customer 360	This usecase showcases how to create a Customer360 master dataset	Workflow
Delinquency Analysis	To analyse the delinquent customers in a bank or NBFC and understand their pattern of payment using Customer Details and their Delinquency details	Workflow
Caesarean Operation Delivery Prediction	Predict if a patient needs caesarean delivery based on health conditions	Classification
Fetal Health Risk	Predict the health of the fetus based on the CTG	Classification
Genetics Disorder Prediction	Predict if a patient has genetics disorder based on their health conditions and genetics information	Classification
Chronic Kidney Disease Prediction	Predict if a patient has CKD based on their health	Classification
Market Basket Analysis	To forecast which items from earlier orders will be included in a user's upcoming order	Classification
Shopping Cart Abandonment Analysis	Understanding consumer shopping behaviors and patterns, identifying problems, and monitoring cart abandonment rates so that appropriate steps can be taken to lower it	Workflow

Operational

Name	Description	Type
Preventive Maintainence	Predict the likelihood of a machine failure	Classification
Oil and Gas Production Prediction	Predict the amount of oil and gas production	Regression
Order Delivery Delay Prediction	Predict the delivery delay based on various products and their estimated delivery date and actual delivery date	Regression
Food Delivery Time Prediction	Predict the food delivery time	Regression
Crop Yield Prediction	Predict the crop Yield based on various factors	Regression
Sales Incentive	A proper flow of how Sales Incentive programs are created	Workflow
Customer Churn Prediction	Predict if a customer will churn or not	Classification

Feedback

Name	Description	Type
Fraudulent Insurance Claim on Car Damage	Predict a fraudulent claim	Classification
Customer Propensity Prediction	To analyse the results of a bank's direct marketing campaign in order to figure out what makes a consumer more likely to respond	Classification