AI Coordination Layer for Supply Chain.

Savings scenario

$50M × 0.5% = $250K / year

The savings rate is a starting assumption that we would validate against price differences, missed discounts, and supplier credits in your orders.

Team capacity

10 people × 32.5 ÷ 132.5 = 2.5 FTE

We use the midpoint of McKinsey’s estimated 25–40% efficiency gain for AI-enabled procurement to model how much time your team could free up.

Capacity is measured in full-time equivalents (FTE) and shows how much time your team could put toward other work. We keep it separate from financial savings.

What does an order cost to process?

APQC reports an average processing cost of $42 per purchase order across the full procurement process. This benchmark helps explain the cost of routine order handling and is excluded from the savings calculation.

How we get your actual number

We compare quotes, orders, confirmations, contracts, receipts, and invoices for the period you choose. Each financial finding includes the amount and supporting documents, with corrections and credits tracked through completion. Reported savings rates relate to the spend reviewed during that period.