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PORTOKO Stock Forecasting & Replenishment Engine | Advanced Stock Forecast with Machine Learning | Replenishment, Demand & DoS Planning with Prophet

by
Odoo

$ 184.07

v 18.0 Third Party
Availability
Odoo Online
Odoo.sh
On Premise
Odoo Apps Dependencies • Inventory (stock)
• Invoicing (account)
• Discuss (mail)
Lines of code 2287
Technical Name stock_forecast_prophet
LicenseOPL-1
Websitehttp://portoko.com
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Availability
Odoo Online
Odoo.sh
On Premise
Odoo Apps Dependencies • Inventory (stock)
• Invoicing (account)
• Discuss (mail)
Lines of code 2287
Technical Name stock_forecast_prophet
LicenseOPL-1
Websitehttp://portoko.com

Advanced Stock Forecast & DoS Planning

Optimize your inventory with powerful demand forecasting using Prophet and intelligent Days of Supply (DoS) based replenishment recommendations.

Module Overview

Example: Dashboard overview showing key replenishment metrics.

Key Benefits

Reduce Stockouts

Accurately predict future demand to ensure products are available when your customers need them.

Minimize Overstock

Align inventory levels with actual sales velocity, reducing holding costs and freeing up capital.

Improve Efficiency

Automate data analysis and generate clear, actionable replenishment suggestions, saving valuable time.

Core Features

  • Prophet Forecasting (Simple & Advanced) Sophisticated demand forecasting.
  • Product Velocity (Advanced) Automatic Average Daily Sales (ADS) calculation.
  • Velocity Categories (Advanced) User-defined categories based on ADS.
  • Configurable DoS (Advanced) Set Min/Max Days of Supply targets.
  • Smart Recommendations (Advanced) Generate Purchase, Transfer, or Return suggestions.
  • Actionable Dashboard (Advanced) KPIs, Top N lists, and freshness indicators.
  • Clickable KPIs (Advanced) Drill down from dashboard metrics.
  • On-Demand Generation Wizards for manual calculations (Forecast wizard in Simple mode; full Replenishment Data wizard in Advanced).
  • Company-Specific Config (Advanced) Main purchasing warehouse setting.

Screenshots

Dashboard KPIs

Insightful Dashboard with Actionable KPIs

Recommendation List

Clear Recommendation List with Apply/Dismiss Actions

Velocity Categories Configuration

Flexible Velocity Category & DoS Target Configuration

Forecast View

Detailed Forecast View with Graph

Installation Guide

  1. Download the module zip file from the Odoo App Store.
  2. Place the `stock_forecast_prophet` folder into your Odoo addons path.
  3. Install External Python Dependencies: This module requires the `prophet` and `pandas` Python libraries. Connect to your Odoo server environment via command line and install them using pip: 
    pip install prophet pandas
    Important: The `prophet` library may have its own system-level dependencies (like C++ compilers). Please refer to the official Prophet installation guide for detailed instructions if you encounter issues. Ensure `pip` corresponds to the Python version your Odoo server uses.
  4. Restart your Odoo server.
  5. In Odoo, go to Apps, click "Update Apps List".
  6. Search for the module name and click "Install".

Configuration

After installation, configure the module for optimal performance:

  1. Navigate to Inventory → Configuration → Settings.
  2. Find the Stock Forecasting (Prophet) section.
  3. Choose your Replenishment Mode:
    • Simple Forecast Only: Activates demand forecasting. Velocity, DoS targets, and automated recommendations are disabled.
    • Advanced Recommendation (Forecast + DoW): Activates all features, including velocity calculations, DoS targets, and automated replenishment recommendations.
  4. If "Advanced Recommendation Mode" is selected:
    • Configure the Velocity Calculation Period (Days).
    • Select your Main Purchasing Warehouse.
    • Define your Velocity Categories and DoW Targets via Inventory → Configuration → Replenishment Engine → Velocity Categories and DoW.
  5. Configure your forecasting defaults (Default Forecast Horizon, Default Historical Data) and Automatic Forecasting settings as needed for both modes.
Configuration Settings

Module Configuration in Odoo Settings

Usage

  • Scheduled Actions: By default, Velocity and Recommendation calculations are set to run daily (inactive by default). You can activate them in Settings → Technical → Automation → Scheduled Actions.
  • Simple Forecast Generate: Use the wizard at Inventory → Product → Generate Replenishment Data to trigger calculations on demand.
  • Advance Forecast Recommendations: View and process detailed recommendations at Inventory → Reporting → Replenishment Recommendations. Use the "Apply Suggestion" button to update reordering rules.
  • Dashboard: Access an overview at Inventory → Reporting → Forecasting Dashboard.

Need Support?

For any questions, bug reports, or feature requests, please contact us at: micin1603@gmail.com

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