Idle Inventory Recovery Agent

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Coordinates the six-agent workflow through eight distinct execution phases. Manages agent activation, monitors progress metrics, handles execution state transitions, and maintains audit logging. Implements configurable retry policies, timeout management, and execution cancellation support. Provides real-time progress tracking and phase-level insights.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Ingests inventory data from multiple sources (DMS integration, file upload, sample data). Executes aging pattern analysis with configurable thresholds, ABC classification using value-based Pareto analysis, and data quality scoring. Identifies critical aging items requiring immediate attention and generates data profiling reports with anomaly detection.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Implements Multi-Criteria Decision Analysis (MCDA) with weighted scoring across five dimensions: Recovery Value (35%), Success Probability (30%), Speed (20%), Effort (10%), and Risk (5%). Evaluates each strategy option per part, generates confidence-scored recommendations, and routes low-confidence decisions to human review queue. Provides detailed reasoning traces for strategy selection.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Calculates optimal pricing using demand elasticity models calibrated for automotive parts (coefficient range -1.2 to -1.8). Generates tiered markdown recommendations based on aging duration, computes expected demand increases at each price point, and projects recovery values. Integrates demand forecasting using exponential smoothing for forward-looking pricing decisions.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Generates executable recovery plans with specific timelines and action items. Validates OEM return eligibility against program rules (return windows, packaging requirements, authorization status). Prepares OEM submission packages with required documentation. Creates phased execution schedules with resource allocation recommendations.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Performs final validation including compliance checks (OEM return windows, pricing margin thresholds, inventory accuracy), confidence assessment against configurable thresholds, and human-in-the-loop routing for decisions below confidence threshold. Manages approval queue with priority ranking, generates executive summaries, and computes aggregate metrics for decision quality assessment.