DEVELOPER ML PLATFORM

Machine Learning for Retail

What's Now?

Real-time monitoring and control

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Store Inventory Compliance (DDMRP)

Production DDMRP Real-time

Real-time monitoring tracks inventory compliance and alerts on deviations from targets.

Open Dashboard →
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DDMRP DASH Interface

Production Interactive Dashboard Real-time UI

Modern interactive dashboard with real-time visualization and intuitive UX for quick decisions.

Launch Interface →
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Plan/Fact Sales Analysis

Prodaction Variance Analysis KPI Tracking

Real-time dashboard tracks sales vs targets and provides instant alerts for corrective actions.

Open Dashboard →
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What's Next?

Sales forecasts, risk predictions, customer behavior

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Revenue Forecasting & Demand Planning

Production Prophet Time Series

Intelligent forecasting system powered by Prophet algorithm. Analyzes historical sales data, identifies seasonal patterns.

Open Dashboard →
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Segment Performance & Volatility

Production GARCH Volatility

Advanced GARCH models predict segment volatility and measure risk patterns for strategic decisions.

Launch Tool →
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RFM Analysis & Customer Segmentation

Production RFM Churn Prediction

Predictive RFM analytics forecasts customer lifetime value and churn probability.

Open Analytics →
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What Happened?

Analysis, reports and performance insights

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SKU Lifecycle & Profitability

Production Classification Lifecycle

Analytics platform describes product lifecycle stages and profitability patterns.

View Analytics →
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ML Store Clustering

Production K-means Clustering

Unsupervised ML describes store similarity patterns and reveals natural segments.

Launch Clustering →
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Sales Cannibalization Analysis

In Development Cross-Impact Correlation

Statistical platform describes product competition dynamics and measures cannibalization.

Launch Analysis →
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What To Do?

AI recommendations and optimization strategies

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AI Product Recommendation System

Production Collaborative Filtering ML

Intelligent engine prescribes optimal product assortment for each store based on network patterns.

Launch System →

Pricing Strategy Simulation

Testing What-If Analysis Simulation

Interactive platform prescribes optimal pricing through scenario simulation and impact analysis.

View Simulator →
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KU Optimization System (RL)

In Development Reinforcement Learning PPO

Advanced RL system prescribes optimal strategies through continuous learning and feedback.

Launch System →