Intelligent Procurement Risk Insights
Real-time supplier monitoring, risk prediction, and intelligent decision-making powered by advanced analytics and machine learning.
Real-time Analytics
Monitor procurement trends, spending patterns, and anomalies across all supplier categories.
Risk Prediction
ML-powered 90-day risk forecasting with comprehensive supplier risk matrices and scoring.
Geographic Intelligence
Visualize global supplier distribution and identify concentration risks by location.
Platform Capabilities
Multi-dimensional Filtering
Filter by category, time period, and risk level for targeted analysis.
Advanced Clustering
Automatic K-Means clustering to identify supplier groups and patterns.
Predictive Analytics
ARIMA forecasting for spend trends and anomaly detection.
AI-Powered Insights
Automated analysis and actionable recommendations from Claude AI.
Interactive Visualizations
Rich Recharts-based dashboards with drill-down capabilities.
Risk Stratification
Decision matrices for prioritizing supplier management actions.
Demo Dashboard Features
- β’ Canvas 1 (θ²»η¨ε ¨ζ―): Monthly spend trends and anomaly detection across 3-year period
- β’ Canvas 2 (δΎζει’¨ιͺ): Risk matrix visualization with 15 suppliers and detailed tables
- β’ Canvas 3 (ε°ηεεΈ): Global supplier map with risk-based coloring and regional analysis
- β’ Canvas 4 (ML εηΎ€): Automated supplier clustering with 3 risk categories and recommendations
- β’ Canvas 5 (90倩ι θ¦): 90-day risk probability ranking, spend forecasts, and action matrices