Our Work & Case Studies
A collection of data science, machine learning, and AI-powered solutions built to solve real-world problems.
Sales Performance Analytics
Problem
A business needed insight into sales performance, customer behavior, and regional trends.
Solution
Cleaned raw data, performed advanced EDA, created interactive dashboards, and delivered strategic insights.
Outcome
Improved decision-making and sales visibility.
Customer Churn Prediction
Problem
Predict customers likely to leave a service.
Solution
Feature engineering, multiple model comparison, optimized classification model, and evaluation using ROC-AUC & recall.
Outcome
Accurate churn predictions with actionable insights.
AI Data Analyst Tool
Problem
Non-technical users wanted to analyze datasets using natural language.
Solution
Built an AI assistant to analyze CSV files, auto-generate insights & charts, and allow natural language querying.
Outcome
Enabled data analysis without coding.
Anomaly Detection System
Problem
Identify unusual patterns or outliers in time-series data for a manufacturing plant.
Solution
Implemented an isolation forest model to detect anomalies in sensor readings in real-time, reducing equipment failure.
Outcome
Reduced equipment downtime by 15% through early fault detection.
Small Business Website
Problem
A local retail shop needed an online presence to showcase products and attract local customers.
Solution
Developed a modern, responsive website with a product gallery, contact form, and Google Maps integration. Optimized for local SEO.
Outcome
Increased local customer engagement by 40% and provided a professional online storefront.
E-commerce Website
Problem
A startup wanted to sell handmade goods online with secure payment processing.
Solution
Built a full-featured e-commerce platform with product management, shopping cart, and Stripe integration.
Outcome
Launched a successful online store, processing over 100 transactions in the first month.
Inventory Management Dashboard
Problem
A warehouse was struggling with manual stock tracking, leading to errors and overstocking.
Solution
Designed a cloud-based system with real-time inventory tracking, stock alerts, and supplier management.
Outcome
Reduced stock discrepancies by 95% and optimized storage space.
Sales Analytics System
Problem
A business wanted a centralized system to monitor sales performance and generate automated reports.
Solution
Developed a custom dashboard to track KPIs, visualize sales trends, and generate weekly performance reports.
Outcome
Provided clear, actionable insights, leading to a 15% increase in sales strategy effectiveness.
Additional Capabilities
Besides showcased projects, InventaCore has expertise in forecasting systems, anomaly detection, recommendation engines, and research-based AI solutions.