Agentic Allocation Arbitrator

Overview

A reactive allocation arbitrator that resolves post-scramble supply constraints across regions. The system uses multi-agent reasoning to classify scenarios, generate strategies, and translate them into optimization parameters. It delivers deterministic allocations with human-in-the-loop approval gates.

System Flow

• Orchestrator classifies scenarios (surplus, deficit, mixed).
• Strategist proposes allocation options with policy constraints.
• Constraint agent converts strategies into optimization parameters.
• Optimizer executes allocation and returns explainable rationale.
• SSE streaming provides live traces and approval checkpoints.

Key Contributions

• Designed agentic orchestration and gate logic for reliable decisioning.
• Built real-time trace streaming with approval gates before execution.
• Implemented explainable outputs for business users.

Notes on Disclosure

This project is presented at a system-architecture level without client identifiers or proprietary data.