Creating a Custom Inventory Agent
Learn how to build an AI agent that monitors inventory levels, predicts stockouts, and automates reordering.
Creating a Custom Inventory Agent
Overview
This guide teaches you how to create a custom AI agent that monitors your inventory, predicts stockouts, and can even automate reordering processes.
Prerequisites
- Connected data source (database or POS system with inventory data)
- Access to Agent Builder
- Basic understanding of your inventory structure
Step 1: Prepare Your Data Source
- Ensure your inventory data is accessible:
- - Product names and SKUs
- - Current stock levels
- - Reorder points/thresholds
- - Supplier information (optional, for auto-reordering)
- Connect your data source in Data Sources if not already connected
Step 2: Start Agent Builder
- Navigate to Agent Builder from the main menu
- Click Create New Agent
- Select Data Analysis as the agent type
- Choose your inventory data source
Step 3: Configure Data Mapping
- In the Schema Analysis step, review your inventory tables/collections
- Move to Data Mapping step
- Use the AI Assistant to map inventory-related entities:
- Review the Entity Relationship graph
- Click Next when satisfied
- - Type: "Map inventory and product data"
- - The AI will identify relevant tables and relationships
Step 4: Configure Agent Settings
```text
You are an inventory management assistant. Monitor stock levels,
identify items below reorder points, and provide recommendations
for restocking. Alert when critical items are running low.
```
- Agent Name: Give it a descriptive name (e.g., "Inventory Monitor")
- Agent Type: Data Analysis
- Prompt: Configure the agent's behavior:
- Temperature: 0.3 (for consistent, factual responses)
Step 5: Test Your Agent
- Click Preview / Test in the agent detail page
- Try queries like:
- Verify the responses are accurate
- - "Which products are below reorder point?"
- - "Show me inventory levels for all products"
- - "What items need restocking this week?"
Step 6: Deploy Your Agent
- Go to Deployments page
- Select your inventory agent
- Choose deployment platform:
- Configure deployment settings
- Activate the deployment
- - Slack: For team notifications
- - Email: For daily inventory reports
- - WhatsApp: For mobile alerts
Advanced Features
Automated Alerts
Configure your agent to send alerts when:
- Stock levels drop below threshold
- Items are out of stock
- Reorder points are reached
Integration with Procurement
Connect your agent to procurement systems to:
- Auto-generate purchase orders
- Calculate optimal order quantities
- Track supplier performance
Best Practices
- Set realistic reorder points based on historical data
- Review and update agent prompts regularly
- Monitor agent performance and adjust as needed
- Use multiple agents for different inventory categories if needed
Next Steps
- Create agents for specific product categories
- Set up automated reporting schedules
- Integrate with your procurement workflow
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