AI Agentic Supply Chain Management Digital Worker

Core Logic

Provides central coordination and workflow management for all scenario responses. Manages agent delegation, priority management, exception handling, and ensures proper execution sequence. Maintains overall scenario state and coordinates handoffs between agents throughout the resolution lifecycle.

Core Logic

Performs data aggregation from multiple enterprise systems, pattern recognition to identify relevant signals, anomaly detection for data quality, and data validation. Preprocesses raw data into structured formats that other agents can consume for their specialized analyses.

Core Logic

Evaluates risk through scoring algorithms, impact analysis across business dimensions, probability estimation using historical data, and mitigation planning. Produces risk assessments that quantify potential impact and recommend prioritized mitigation strategies.

Core Logic

Searches for and evaluates alternative suppliers through qualification assessment, price comparison, lead time analysis, and capability matching. Maintains a database of pre-qualified backup suppliers and rapidly assesses their ability to fulfill requirements during disruptions.

Core Logic

Performs time series analysis using ML models, detects seasonal patterns and trend shifts, predicts demand with confidence intervals, and calculates safety stock requirements. Provides demand forecasts that inform inventory and sourcing decisions with accuracy metrics.

Core Logic

Performs multi-criteria analysis weighing cost, risk, service level, and strategic factors. Ranks strategies by expected value, evaluates trade-offs transparently, and produces decision recommendations with full reasoning traces for approval workflows.

Core Logic

Executes approved actions through order creation in ERP systems, workflow execution across integrated platforms, status tracking with milestone updates, and error recovery with automatic retry logic. Implements saga pattern for distributed transactions with compensation mechanisms.

Core Logic

Handles all stakeholder communications through message drafting tailored to audience, channel selection based on urgency and preference, sentiment analysis of incoming communications, and response tracking. Ensures appropriate escalation and keeps all parties informed throughout resolution.

Core Logic

Provides real-time market monitoring covering commodity price tracking, competitor analysis, geopolitical risk assessment, and supply chain news aggregation. Correlates external events with internal supply chain impact and alerts on relevant market developments.

Core Logic

Uses AI-powered forecasting to predict disruptions, demand spikes, price trends, quality issues, and anomalies before they occur. Applies machine learning models trained on historical patterns to identify early warning signals and recommend preemptive actions.

Core Logic

Conducts automated supplier negotiations using BATNA analysis, sentiment-aware communication strategies, and multi-round negotiation protocols. Optimizes contract terms, negotiates pricing within approved parameters, and escalates to human approvers when thresholds are exceeded.

Core Logic

Monitors regulatory compliance including certification tracking, audit preparation, policy compliance verification, and risk area identification. Maintains compliance status across all suppliers and transactions, alerts on expiring certifications, and ensures decisions meet regulatory requirements.