Conversational Business Automation
Telegram Inventory & Profit Bot
A Telegram-based assistant for boutique businesses to record purchases and sales, manage stock, and check profit or loss through simple conversational commands.
Inventory Bot
Chat commands
Live activity
Live
Stock
Chat
Entries
Instant
P&L
Section 01
The Problem
Notebook bookkeeping
Purchases and sales are written down and reconciled at the end of the day.
Spreadsheet drift
Stock counts in a sheet stop matching what is actually on the shelf.
Profit is guesswork
Working out margin means adding up receipts by hand.
No time for software
Shop owners will not open a dashboard mid-sale to log a transaction.
Section 02
The Solution
Record Purchases
New stock is logged in one short message.
Record Sales
Sales are captured the moment they happen.
Automatic Inventory Updates
Stock adjusts itself after every transaction.
Stock Level Tracking
Current quantities are always one question away.
Revenue Calculation
Takings are totalled without a spreadsheet.
Profit / Loss
Margin is calculated from real purchase and sale data.
Conversational Queries
Ask the business a question in plain Telegram chat.
Section 03
How It Works
Section 04
System Architecture
Telegram
The only interface the owner needs
n8n
Parses the message and runs the flow
Business Logic
Stock, revenue and margin rules
Database
Transactions and inventory records
Telegram Response
Confirmation or answer sent back
Business logic layer
Every message resolves to an action — buy, sell or query — and the same rules recalculate stock, revenue and profit before the reply is sent.
Section 05
Tech Stack
Telegram
Conversational interface
n8n
Workflow orchestration
Database
Inventory and transactions
APIs
System integrations
Business Logic
Profit and stock calculations
Section 06
What This Project Demonstrates
Conversational Interfaces
Chat as a complete business UI.
Business Automation
Daily operations handled without admin work.
Database Integration
Reliable reads and writes behind a chat.
Workflow Logic
Branching rules that stay consistent.
Let's build
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