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How to Build a Supply Chain Management System in Bubble

A supply chain management system in Bubble tracks products from suppliers through inventory to customers. This tutorial covers building the data model for products, suppliers, purchase orders, and inventory levels, creating management dashboards for each stage of the supply chain, automating low-stock alerts with backend workflows, and generating purchase orders when inventory drops below minimum thresholds.

What you'll learn

  • How to design the supply chain data model with products, suppliers, and orders
  • How to build inventory tracking with stock level monitoring
  • How to automate low-stock alerts and purchase order generation
  • How to create dashboards for supply chain visibility
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Beginner6 min read35-45 minAll Bubble plans (paid plan for backend workflows)March 2026RapidDev Engineering Team
TL;DR

A supply chain management system in Bubble tracks products from suppliers through inventory to customers. This tutorial covers building the data model for products, suppliers, purchase orders, and inventory levels, creating management dashboards for each stage of the supply chain, automating low-stock alerts with backend workflows, and generating purchase orders when inventory drops below minimum thresholds.

Overview: Supply Chain Management in Bubble

This tutorial guides you through building a supply chain management system that tracks products, manages suppliers, monitors inventory levels, and automates reordering. The system gives you full visibility into your supply chain from a single dashboard.

Prerequisites

  • A Bubble app on any plan (paid for backend workflows)
  • Basic understanding of Bubble Data Types and Workflows
  • Familiarity with Repeating Groups and conditional formatting
  • Understanding of basic inventory management concepts

Step-by-step guide

1

Design the supply chain data model

Go to the Data tab and create these Data Types. 'Supplier' with fields: name (text), contact_email (text), phone (text), address (text), lead_time_days (number). 'Product' with fields: name (text), sku (text), category (text), supplier (Supplier), unit_cost (number), selling_price (number), current_stock (number), minimum_stock (number), reorder_quantity (number). 'PurchaseOrder' with fields: supplier (Supplier), status (text — draft/sent/received/cancelled), total_amount (number), order_date (date), expected_delivery (date). 'PurchaseOrderItem' with fields: purchase_order (PurchaseOrder), product (Product), quantity (number), unit_cost (number).

Expected result: Four Data Types create a complete supply chain data model with proper relationships.

2

Build the inventory dashboard

Create an inventory page with a Repeating Group showing all Products. Display columns for SKU, name, category, current stock, minimum stock, supplier name, and unit cost. Add conditional formatting: when current_stock is less than minimum_stock, show the stock cell in red with a warning icon. Add filter controls above the table: a Dropdown for category, a Search Input for product name, and a checkbox to show only low-stock items. Add summary cards at the top showing total products, total inventory value (sum of current_stock times unit_cost), and count of low-stock items.

Expected result: A dashboard displays all products with visual indicators for low stock and summary metrics at the top.

3

Create the purchase order workflow

Build a 'Create Purchase Order' page. Add a Dropdown to select a Supplier. Below it, add a Repeating Group showing all Products for the selected supplier. Each row has the product name, current stock, and an Input for the order quantity. Add a 'Create Order' button. The workflow creates a new PurchaseOrder with the selected supplier, status = 'draft', and order_date = Current date/time. Then for each product with a quantity entered, create a PurchaseOrderItem linked to the PurchaseOrder. Calculate and set total_amount on the PurchaseOrder. Add buttons to change PO status: Send (status = sent), Receive (status = received, which triggers inventory updates).

Expected result: Users can create, send, and receive purchase orders with automatic inventory updates on receipt.

4

Automate stock receiving and inventory updates

When a purchase order status changes to 'received', create a workflow that updates inventory. Search for all PurchaseOrderItems where purchase_order = this PO. For each item, Make changes to the Product: add the ordered quantity to current_stock. Use Schedule API Workflow on a List to process each item in a backend workflow. This ensures all stock levels are updated accurately. Also set the PurchaseOrder's received_date to Current date/time for tracking.

Pro tip: Use Result of Step X to reference the PurchaseOrder created in the previous step rather than searching for it, ensuring you update the correct record.

Expected result: Receiving a purchase order automatically increases product stock levels by the ordered quantities.

5

Set up automated low-stock alerts

Create a scheduled backend workflow called 'check_low_stock' that runs daily. Search for Products where current_stock is less than or equal to minimum_stock. For each low-stock product, check if a draft or sent PurchaseOrder already exists for that supplier. If not, create a notification for the inventory manager and optionally auto-generate a draft PurchaseOrder with the product's reorder_quantity. Send an email summary of all low-stock items to the admin. This proactive alerting prevents stockouts.

Expected result: The system automatically checks stock levels daily and alerts administrators about products that need reordering.

Complete working example

Workflow summary
1SUPPLY CHAIN MANAGEMENT SUMMARY
2=====================================
3
4DATA MODEL:
5 Supplier: name, email, phone, address, lead_time
6 Product: name, sku, category, supplier, unit_cost,
7 selling_price, current_stock, min_stock, reorder_qty
8 PurchaseOrder: supplier, status, total, dates
9 PurchaseOrderItem: PO, product, quantity, unit_cost
10
11INVENTORY DASHBOARD:
12 Summary cards: total products, inventory value,
13 low-stock count
14 RG: Products with filters (category, search, low-stock)
15 Red highlighting: current_stock < minimum_stock
16
17PURCHASE ORDER FLOW:
18 1. Select supplier Show their products
19 2. Enter quantities for each product
20 3. Create PO (status: draft)
21 4. Create PO Items for each product
22 5. Calculate total_amount
23 6. Send PO (status: sent)
24 7. Receive PO (status: received)
25 Update each product's current_stock
26
27RECEIVING WORKFLOW:
28 When PO status received:
29 For each PurchaseOrderItem:
30 Product's current_stock + item quantity
31 Set received_date = Current date/time
32
33AUTOMATED ALERTS:
34 Schedule: daily check_low_stock
35 Search: Products where stock <= minimum
36 For each low-stock product:
37 If no existing PO for supplier:
38 Create draft PO with reorder_qty
39 Notify inventory manager
40 Send daily email summary of low-stock items

Common mistakes when building a Supply Chain Management System in Bubble

Why it's a problem: Updating inventory directly without going through purchase orders

How to avoid: Always update stock through purchase order receiving workflows to maintain a complete record of inventory changes

Why it's a problem: Not setting minimum stock levels on products

How to avoid: Set a minimum_stock value on every product based on lead time and typical consumption rate

Why it's a problem: Creating alerts for every product on every check without deduplication

How to avoid: Check for existing open alerts or draft purchase orders before creating new ones

Best practices

  • Set minimum stock levels based on supplier lead times and sales velocity
  • Use purchase orders for all inventory changes to maintain an audit trail
  • Run daily stock checks to catch low inventory before stockouts
  • Color-code stock levels for instant visual identification of problems
  • Track supplier lead times to calculate expected delivery dates
  • Paginate product lists and add filters for efficient inventory browsing
  • Archive old purchase orders rather than deleting them for historical analysis

Still stuck?

Copy one of these prompts to get a personalized, step-by-step explanation.

ChatGPT Prompt

I want to build an inventory management system in Bubble.io that tracks stock levels, manages suppliers, generates purchase orders, and alerts me when products are running low. What data model should I use?

Bubble Prompt

Help me build a supply chain dashboard that shows all products with current stock levels, highlights low-stock items in red, and lets me create purchase orders for specific suppliers.

Frequently asked questions

Can Bubble handle a large product inventory?

Bubble works well for inventories up to 30,000-50,000 products with proper optimization. Use pagination, constraints, and pre-computed fields to maintain performance at scale.

How do I track inventory across multiple warehouses?

Add a 'Warehouse' Data Type and a 'WarehouseStock' junction table linking products to warehouses with quantity fields. This allows per-warehouse inventory tracking.

Can I integrate with barcode scanners?

Yes. Use a barcode scanner plugin or a camera-based barcode reader. The scanned value can look up products by SKU and update stock levels.

How do I handle returns and stock adjustments?

Create a 'StockAdjustment' Data Type to record any non-PO stock changes with a reason field. This maintains the audit trail while allowing manual corrections.

Can I connect this to my existing accounting software?

Yes. Use the API Connector to sync purchase orders and inventory data with QuickBooks, Xero, or other accounting tools via their APIs.

Can RapidDev help build a supply chain system?

Yes. RapidDev can build complete supply chain management systems in Bubble including multi-warehouse support, automated reordering, supplier portals, and reporting dashboards.

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