Product Overview
Inventory management app for Medical Business
I took a challenge to design a Business Management App that can handle Inventory management, Purchase & Sales Flow, Invoicing & Taxation for my own business of Wholesales of Medical products.

Goal:
My Goal was business management that can handle the end to end operations of a newly Set Wholesale Business. The Aim was to build a Web App that can handle Purchase - Sale Flow, Distributor network management, Inventory Management, Invoicing, Taxation, Reports & Forecasting.
High Level User journey
Methodology & Scope of Work
1. Research on existing business application serving for these usecases.
1.1. Identify your usecases and grow your understanding of exhaustive usecases with what's already been built.
1.2. Userflow research on competitive products & how they solve user needs.
1.3. Competitive analysis on Softwares, their Features and their USPs.
2. Design
2.1. Create a basic app using your primary usecases.
2.2. Build the complexity gradually as you learn new usecases by using the application.
3. Implement the code
3.1. Implement a working app that is not just an interactive prototype but actual production ready code.
4. Test the App in Production
4.1. Test the app in real environment and run your business on actual conditions and improve your app accordingly.
Competitve Analysis
I used Google
AI to do my bit of research to identify Apps that would suit Medical business needs.
Here’s what I found:
Design
I used anthropic’s
to build the app with some basic features first that make the basic architecture of the app.
Reason for Claude over Gemini or Figma make:
Write Usecases & functional requirements
Writing usecases & functional requirements served as instructions for
to understand the application’s context, who’s is it built for and write down code to put together a layout, build the first screens & feature sets of the app to fulfil these usecases.
Product Requirements
Visual Mocks
Results from![]()

Step 1: Attach a Design System fit for your Product
I wanted a robust Design System that can handle my usecases, so I trusted Apple’s Desktop App Design System for this Job. It was a crucial step to do, and I believe if one wants to skip the step of wireframing all together, Creating or Attaching a Design System is a must.

Step 2: Product Usecases, User Flow & App Feature prompts
A Basic web app that does the following:
1. Captures Purchases, Sales of Items
2. Build Reports of Purchase, Sales & Profit
3. Remembers meta of item for second time entry.
4. Allows Dark & Light Mode for easy reading.
Iteration
Design + Code
Capabilities:
- Captures Total Purchases, Sales with basic data of items.
- Builds basic reports to showcase Product like profits, Total Profits, out of Purchase and Sales data.

Iteration
Design + Code
Capabilities:
Introduced Inventory Tab that showcases Items, In stock, Out of stock, cost & sale price, profits made on each item.
- Inventory
- Export data into .csv, .xlsx
- Import data via .csv and .xlsx
- Backup data for version keeping and ensuring data doesn't get corrupt or goes missing.

Iteration
Design + Code
Capabilities:
The App constitute all the functionalities to run a scalable medicines business.
There are as follows:
- Entries with Invoice no. for both Purchases & Sales.
- Reports provide users with critical operational insights, helping them make informed business decisions such as identifying which items to purchase and determining appropriate stock quantities based on sales performance.

AI Design Workflow

Created App using Figma + a Design system that fits your App's usecases.
Uploaded Figma file to Claude or connect Claude MCP and wrote the Product description, use-cases & technical requirements.
Created a Github repository and uploaded code that created branches & version control.
Deployed Supabase as database server and linked it with Github for version control of the database as well.
Creating a hosting server at netlify and linked it with Github repo and it ensures the latest build is always hosted.
Final Design
Design + Code
Capabilities:
The Latest design caters to auto-entries by using these 3 technologies powered by Anthropic’s API.
- Scan Invoice using OCR
- Scan items via Barcode

Final Design
AI Intelligence
Capabilities:
As I did sales for 6 months, I implemented an AI driven functionality called Reports.
Reports do the following:
- Identifies amount of stock to buy to keep a 2 month inventory based on real-time consumption.
- Business Strategies recommendations show how to make more profit.
- Low Performers items: User can decide discontinuation or reduce quantity for purchase orders.

Thank You












