Demand Forecasting & Analytics
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1. Data Aggregation & Cleaning
To ensure 1M+ user transactions provide accurate insights.
- Historical Sales Integration: Pulling at least 12–24 months of sales data from WooCommerce and the Mobile App.
- External Factor Tracking: Incorporating non-sales data such as Public Holidays, Seasonal Trends, and Marketing Campaign Calendars.
- Anomaly Detection: Automatically filtering out "outlier" data (e.g., a one-time bulk B2B order) that could skew average consumer demand.
2. Predictive Forecasting Models
- Time-Series Analysis: Using algorithms like Prophet (by Meta) or ARIMA to predict future sales based on past patterns.
- Safety Stock Calculation: AI-driven formulas to determine the ideal "buffer" based on Demand Volatility (how much sales fluctuate).
- Product Lifecycle Prediction: Identifying when a product is entering its "Obsolescence" phase to avoid over-ordering dead stock.
3. Real-Time Inventory Analytics
- Inventory Turnover Ratio: Automated tracking of how many times inventory is sold and replaced over a period.
- Sell-Through Rate (STR): Measuring the percentage of received inventory sold within a specific timeframe (e.g., monthly).
- "Stock-out" Risk Analysis: Highlighting SKUs with high Sales Velocity that are predicted to run out before the next supplier delivery.
4. Actionable Business Intelligence
- Executive Dashboards: High-level views of GMV (Gross Merchandise Volume), Profit Margins, and Warehouse Utilization.
- What-If Scenarios: Tools to simulate the impact of a 20% discount on stock depletion levels.
- Automated Reporting: Scheduled PDF/Excel reports sent to the procurement team with "Top 10 Reorder Recommendations."
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PROGRESSIVE PATHWAYS is committed to providing a fast, secure, and convenient online shopping experience. We offer a wide variety of products, including fashion apparel, consumer electronics, home goods, toys, and sporting goods. DBcarts strives to provide the best service to its customers, including multiple payment options, free returns, and comprehensive customer service and warranty commitments.
Contact Info
- Address:
- Phone: +92 307 9004228
- Email: info@progressive-pathway.com
