Businesses are often reluctant to share data because they fear the taxman. Here’s the unfiltered playbook to find raw business data for your capstone where the gates are actually open. Here is my experience on, why do established companies say no? where are we wasting our time? where is the data actually hiding? how do you flip the power dynamic?

A deep dive into Starnet Computers, a 16-year-old hardware shop in Rath (UP). Discover how 12 months of Tally ERP data revealed that bestselling laptops were financial traps (yielding <2% margin), why Diwali was counter-intuitively the worst sales month, and how data analytics resolved ₹26.9L in dead stock.

Can a medical support products business be growing and losing efficiency at the same time? A deep dive into an orthopedic SKU business's sales data says yes and points to exactly where.

This project explores how sales and revenue data can help a small stationery business make smarter decisions. Using 154 days of sales records from FRIENDS CORNER, the analysis identifies top-selling products, profitable categories, weekly revenue trends, and fast-, slow-, and non-moving items. Readers will learn how simple data analysis and dashboards can improve inventory planning, purchasing decisions, and overall business performance.

1,135 enquiries, one deceptive spreadsheet cell, and a retention rate that flipped from 1% to 50%. This is what happened when I actually looked.

How six months of order data from a small coffee brand revealed two businesses quietly running on different logic, wearing the same name.

This project explores how data-driven inventory management can improve procurement decisions and customer analysis for Modular Kitchen material supplier. Using sales, purchase, inventory, and customer data, the study applies demand forecasting and inventory optimization techniques to support more efficient business decision-making.

Learn how data analytics enables small retail businesses to understand sales trends, customer behavior, and business performance to make informed decisions.

A few handwritten diaries, one nervous first conversation, and six months of data that quietly explained why a pharmacy was losing money it never even noticed.

My capstone project focuses on conducting research on a franchise-based laundry service business "Dhobitimes" located in Hyderabad. The business has experienced significant growth , expanding rapidly by increasing its franchise network day by day. The primary objective of this study is to compare three different franchise branches and identify key business insights, operational patterns that emerged during the company’s growth journey. Through my analysis, the project aims to understand the strengths, challenges, and hidden opportunities within the franchise model that contribute to long-term business growth.

The Business Data Management project gave me hands on learning in data analysis with real world data, made me realise the impact that data driven insights could create, gave me exposure to what a consulting job would be like, and most importantly, boosted my confidence in interacting with a real client (here, the doctor of the clinic). The organisation that I contacted for doing the BDM project was an Ayurvedic clinic-cum-Panchakarma therapy centre. It is a small, independently run, unstructured B2C business.

My capstone research project study on “Data-Driven RAM (Reliability, Availability, and Maintainability) Assessment of Metro Rolling Stock using the DMAIC Approach” focused on analyzing real operational and maintenance data from one of the MRTS Unit. The study identified critical subsystem failures, downtime trends, and maintenance challenges, demonstrating how data analytics and reliability engineering can support optimized maintenance strategies, improved operational efficiency, and enhanced reliability of modern metro systems.

My journey of working on a BDM project with a retail clothing store, where I analysed real world sales and inventory data. The project helped me understand how data can be used to improve decision making and gave me hands on experience in solving practical business problems.

I built my BDM Capstone around a multi-service cyber cafe. By analysing its data, I uncovered what actually drives profit and where the business was losing it.

My BDM Capstone on Shri Melan Fast Food, a small vegetarian restaurant in outer Bhopal earning steady offline channel, had 80-120 customers daily, 7 lakhs in annual profit, and a satisfied owner, while losing money on every Zomato order. Three rejected business partnerships, six months of messy exports, zero historical records, and what I actually learned through the chaos.

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