Multi-agent AI orchestration

AI agents to run your Supply Chain end to end

A network of intelligent agents covering planning, production, inventory, suppliers, customers and transport — and computing OTIF to make you more efficient and less costly.

ACG designs networks of specialised AI agents that collaborate like a real Supply Chain team. Each agent masters one domain, shares its analysis with the others and proposes concrete decisions: fewer stockouts, right-sized inventory, reliable deliveries and controlled costs.

The agent network

Nine specialised agents that synchronise to cover the whole chain, from raw material to the end customer.

01

Supply Chain Agent

Orchestrates the entire chain, synchronises sourcing, production and distribution, and arbitrates priorities in real time.

02

Production Planning Agent

Builds the master production schedule (MPS) based on demand, capacity and machine constraints.

03

Production Agent

Tracks shop-floor execution, detects deviations, line stoppages and delays to react immediately.

04

Order Management Agent

Translates orders into production orders based on what must be produced and prioritises them intelligently.

05

Raw Material Inventory Agent

Monitors raw material levels, computes reorder points and anticipates shortages.

06

Finished Goods Inventory Agent

Manages finished goods stock and balances availability with holding costs.

07

Supplier Agent

Translates replenishment needs into clear requests to raw material suppliers.

08

Customer Demand Agent

Interprets and translates customer demand for finished goods into usable forecasts for production.

09

Transport Agent

Coordinates carriers to deliver products at the best cost, to the right place and on time.

Metrics to decide, not just to observe

Agents compute and track the key KPIs to make your operations more efficient and less costly.

OTIF — On Time In Full

Measures the share of complete, on-time deliveries to make customer service reliable.

Service rate

Computes the percentage of orders (or lines) delivered on time and in full versus total demand.

Inventory turnover rate

Computes the sales (or consumption) to average stock ratio to measure how fast inventory moves.

Stockout rate

Computes the share of SKUs or orders out of stock over the period to anticipate shortages.

Inventory accuracy

Compares theoretical stock to physical stock to measure inventory precision (variance in %).

Warehouse productivity

Computes lines, parcels or units handled per hour/operator to steer logistics performance.

Logistics cost / revenue

Computes the total logistics cost to revenue ratio to track the weight of logistics.

Average order processing lead time

Computes the average time between order receipt and shipment to reduce lead times.

Absenteeism rate

Computes the share of absence hours or days versus scheduled working time to steer workforce availability.

How it works

A concrete demo: from your files to an actionable analysis report.

  1. 1

    You upload your Excel/CSV files (inventory, orders, production, transport).

  2. 2

    The AI agents analyse and cross-reference the data, then compute the metrics (OTIF, costs…).

  3. 3

    Each agent produces optimisation recommendations in its domain.

  4. 4

    You receive a clear, concise and directly actionable email report.

A demonstration of the multi-agent orchestration offered by ACG. Adaptable to your ERP, WMS and TMS.

Ready to regain control of your Supply Chain?

Let's discuss your context and the objectives of your interim management mission.