.NET 9

DueWise - AI-Powered Sales Intelligence Platform

AI-powered sales intelligence platform that automates invoice processing and turns raw sales data into actionable, multi-dimensional business insights.

Overview

DueWise is an enterprise sales intelligence platform that transforms raw invoice data into strategic business insights using AI. It automates structured data extraction from invoice documents and layers comprehensive analytics on top, enabling data-driven decisions for sales teams and management. Built on .NET 9 with Clean Architecture and a MongoDB document store, the platform runs on Kubernetes with Redis caching for scalable, low-latency access.

What It Does

The platform ingests invoices, uses AI to extract structured line-item and transaction data, and persists it in a flexible MongoDB schema optimized for analytical queries. From there it surfaces multi-dimensional analytics, AI-generated recommendations, and configurable target tracking through secured RESTful endpoints. A Clean Architecture layering separates the API, Application, Core domain, and Infrastructure concerns, keeping business rules independent of persistence and external integrations.

Tech Stack

.NET 9C# 13MongoDBGoogle Gemini APIRedisKubernetesClean ArchitectureJWTSerilogSwagger/OpenAPI

Key Features

AI-Powered Invoice Processing: Automatically extracts structured data from invoice documents, eliminating manual data entry and reducing processing time

Product Analytics: Performance tracking, profitability analysis, and inventory turnover insights

Customer Analytics: Purchasing-pattern detection, segmentation, and lifetime-value analysis

Sales Performance: Target-vs-actual tracking with trend and seasonal-pattern analysis

Regional Intelligence: Geographic performance mapping and territory optimization

AI Recommendation Engine: Specialized modules spanning sales growth, customer retention and upsell, product and pricing optimization, financial and margin guidance, and risk/churn early warning

Target Management & Reporting: Configurable sales targets with real-time tracking, automated reports, and role-based access to dashboards

Technical Highlights

→Scalable Architecture: Containerized deployment on Kubernetes with horizontal scaling capabilities

→Security: JWT-based authentication with refresh token rotation and role-based authorization

→Observability: Structured logging with Serilog, file and console outputs for monitoring

→API Design: RESTful principles with comprehensive Swagger documentation

→Data Modeling: Flexible MongoDB schema design optimized for analytical queries

→Caching Strategy: Redis integration for performance-critical operations

→Modern .NET: Built using .NET 9 features and C# 13 syntax, following SOLID principles

→Clean Code: Emphasizes maintainability, testability, and extensibility with dependency injection

Key Achievements

Reduces invoice processing time by automating data extraction

Identifies underperforming products and regions in real-time

Optimizes inventory based on sales patterns and trends

Improves customer retention through predictive analytics

Enables data-driven decisions with AI-powered recommendations

Impact & Results

DueWise collapses the gap between raw invoices and decision-ready intelligence, automating data extraction and surfacing underperforming products and regions the moment they appear. By pairing multi-dimensional analytics with an AI recommendation engine, it helps teams optimize inventory, protect customer retention, and act on forward-looking guidance rather than lagging reports.