Agent Stacks · Logistics · 3PLs

Inventory Optimization for 3PLs.

Predict demand, balance stock levels, and automate replenishment with precision

3 agents · one value stream · end-to-end

Demand Forecasting Ag…Replenishment Planner…Inventory Visibility …3pls stream

Meet our stack of three AI agents ready to revolutionize your inventory management.

Predict demand, balance stock levels, and automate replenishment with precision. Agents analyze order trends, seasonal patterns, and supplier lead times to ensure the right products are in the right place at the right time. They trigger replenishment workflows automatically and flag exceptions before shortages or overstock occur. The result is higher fulfillment rates, reduced carrying costs, and more resilient inventory operations.

AI Agents in this stack include:

  • Demand Forecasting Agent – Predicts SKU-level demand using historical orders, seasonality, and customer trends.

  • Replenishment Planner Agent – Automates reorder triggers and purchase requests based on forecasted needs and safety stock targets.

  • Inventory Visibility Agent – Provides real-time insights into stock positions, turnover rates, and slow-moving inventory across all locations.

01 / The agents

3 agents in this stack.

Each one scoped to a single job inside the stream — deployed together they carry the workflow.

Medium effort

Demand Forecasting Agent

Predicts SKU-level demand using orders, seasonality, and trends.

Medium effort

Replenishment Planner Agent

Automates reorder triggers and quantities from forecasts and lead times.

Medium effort

Inventory Visibility Agent

Provides real-time visibility into stock positions and turnover by location.

See them in the catalog: AI agents catalog →

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Size this stack onyour volumes.

Put your monthly volume and cost per FTE behind these agents — the calculator shows the annual capacity freed, with every figure traceable.