Benefits
A chained suite of AI agents streamlining procurement decisions by forecasting SKU-level demand, selecting the best vendor using performance and cost, and simulating optimal vendor negotiation strategies all powered by clean, structured datasets and rules-based pricing logic.
Problem Addressed:
Procurement teams face bottlenecks due to siloed demand forecasting, manual supplier evaluation, and inconsistent negotiation strategies. This chain automates each stage to ensure reliable, cost-effective sourcing decisions.
What the Agent Does:
• SKU Demand Forecaster Agent
Forecasts SKU-level unit demand for the next 4 weeks using seasonality, historical patterns, and trends.
• Vendor Selection Agent
Evaluates vendors for each SKU based on vendor score and unit price. Selects the top vendor using scoring logic.
• Price Negotiator Agent
Simulates three-level negotiation strategy to reduce vendor cost using a percentage-based pricing logic.
Standout Features:
• Weekly demand prediction per SKU using actual consumption trends
• Supplier scoring and tie-breaking based on price vs performance
• Automated pricing negotiation simulation
• JSON-based output for integration and system action triggers
• In-place replacement of records in output datasets
