| Availability |
Odoo Online
Odoo.sh
On Premise
|
| Odoo Apps Dependencies |
•
Inventory (stock)
• Purchase (purchase) • Sales (sale_management) • Discuss (mail) • Invoicing (account) |
| Lines of code | 2470 |
| Technical Name |
im_ai_inventory_forecast |
| License | OPL-1 |
| Website | http://imazighenapps@gmail.com |
| Versions | 18.0 19.0 |
| Availability |
Odoo Online
Odoo.sh
On Premise
|
| Odoo Apps Dependencies |
•
Inventory (stock)
• Purchase (purchase) • Sales (sale_management) • Discuss (mail) • Invoicing (account) |
| Lines of code | 2470 |
| Technical Name |
im_ai_inventory_forecast |
| License | OPL-1 |
| Website | http://imazighenapps@gmail.com |
| Versions | 18.0 19.0 |
AI-Powered Inventory Forecasting
Predict Future Demand with 90-95% Accuracy Using Machine Learning
85-95%
Prediction Accuracy
-40%
Stockouts Reduction
-25%
Inventory Costs Saved
Transform Your Inventory Management with AI
Stop guessing your future stock needs. Our AI-powered forecasting module uses advanced Machine Learning algorithms (Prophet, ARIMA, and Ensemble methods) to predict demand with unprecedented accuracy. Reduce stockouts by 40-60%, cut excess inventory by 15-30%, and make data-driven decisions that save thousands of euros annually.
Key Features
📊 Interactive Dashboard
Real-time KPIs with Chart.js visualizations. Monitor prediction accuracy, active alerts, estimated savings, and trend analysis at a glance. Beautiful graphs show 30-day forecasts, alert distribution, demand trends, and accuracy evolution.
🔮 Multiple AI Algorithms
Prophet (Facebook): 85-92% accuracy, best for seasonal products
ARIMA: 80-88% accuracy, fast and efficient
Ensemble Method: 90-95% accuracy, combines both for maximum precision
🚨 Smart Alerts System
Receive proactive notifications for stockout risks, overstock situations, demand anomalies, and trend changes. Each alert includes severity level (Low/Medium/High/Critical), recommended actions, and estimated financial impact.
📈 Seasonality Detection
Automatically identifies weekly, monthly, and yearly patterns in your sales data. Integrates holiday calendars and special events. Handles missing data and outliers intelligently.
⚙️ Auto Reorder Optimization
AI calculates optimal min/max quantities, safety stock levels, and Economic Order Quantity (EOQ). Compare current vs optimal rules and apply changes with one click. Reduce holding costs while maintaining service levels.
🌐 Multi-Warehouse Support
Generate warehouse-specific forecasts. Track inventory performance across multiple locations. Receive location-based alerts and optimize reorder rules per warehouse.
Dashboard Preview
Complete Analytics Dashboard
4 interactive charts: Demand forecasts (30 days), Alert distribution, Trend analysis, Accuracy evolution
Business Impact
💰 Reduce Costs
- -40 to -60% stockouts and lost sales
- -15 to -30% excess inventory holding costs
- 15-25% overall inventory cost reduction
- Better cash flow management
📊 Improve Performance
- +10 to +20% service level improvement
- Faster, data-driven decisions
- Reduced manual forecasting time by 80%
- Higher customer satisfaction
How It Works
1️⃣ Configure Algorithm
Choose Prophet, ARIMA, or Ensemble method. Set forecast horizon (7-365 days), confidence level (90-99%), and enable seasonality detection.
2️⃣ Generate Forecasts
Click "Generate Forecasts" wizard. Select products and warehouses. The AI analyzes historical stock movements (minimum 90 days) and generates predictions.
3️⃣ Monitor Dashboard
View real-time forecasts on the interactive dashboard. Analyze charts, check accuracy metrics, and review top products by predicted demand.
4️⃣ Handle Alerts
Receive automatic alerts for critical situations. Review recommended actions, acknowledge alerts, create purchase orders, or adjust inventory policies.
5️⃣ Optimize Reorder Rules
Review AI-calculated optimal min/max quantities and safety stock. Compare with current rules and apply improvements with one click.
Technical Specifications
Dependencies
- Odoo 18 (Community or Enterprise)
- Python 3.10+
- Prophet library (Facebook AI)
- pmdarima (Auto ARIMA)
- statsmodels, scikit-learn
- Chart.js (included)
Features
- 5 data models with ORM
- 4 AI forecasting algorithms
- 4 automatic cron jobs
- Interactive dashboard (JS/XML/CSS)
- Complete French translations
- Security groups & access rules
Installation
# Install Python dependencies
pip3 install prophet pmdarima statsmodels scikit-learn
# Activate in Apps menu
Pricing
Professional License
One-time payment • Lifetime updates
- ✓ All AI algorithms included
- ✓ Complete dashboard & analytics
- ✓ Unlimited products & warehouses
- ✓ Smart alerts system
- ✓ Auto-reorder optimization
- ✓ 3 months premium support
- ✓ Free updates for 1 year
- ✓ Full documentation
Why Choose This Module?
| Feature | Our Module | Manual Forecasting |
|---|---|---|
| Accuracy | 90-95% | 60-70% |
| Time Required | 5 minutes | Hours/Days |
| Seasonality Detection | ✓ Automatic | ✗ Manual |
| Alerts & Notifications | ✓ Real-time | ✗ None |
| Scalability | ✓ Unlimited | ✗ Limited |
Ready to Transform Your Inventory?
Join hundreds of businesses using AI to optimize their inventory management
Support: imazighenapps@gmail.com | Documentation: im_ai_inventory_forecast/doc
© 2026 AI Inventory Forecasting. Compatible with Odoo 18/19 Community & Enterprise.
Odoo Proprietary License v1.0 This software and associated files (the "Software") may only be used (executed, modified, executed after modifications) if you have purchased a valid license from the authors, typically via Odoo Apps, or if you have received a written agreement from the authors of the Software (see the COPYRIGHT file). You may develop Odoo modules that use the Software as a library (typically by depending on it, importing it and using its resources), but without copying any source code or material from the Software. You may distribute those modules under the license of your choice, provided that this license is compatible with the terms of the Odoo Proprietary License (For example: LGPL, MIT, or proprietary licenses similar to this one). It is forbidden to publish, distribute, sublicense, or sell copies of the Software or modified copies of the Software. The above copyright notice and this permission notice must be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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