The map of AI jobs across an organization

XY Space
WF-D03Distribution and supply chain
T2 · Drafts for humansAssembled

Shipping document reconciliation

Every bill of lading and delivery note gets checked against both the purchase order and what the warehouse actually logged as received, catching the mismatch before it becomes a supplier dispute three weeks later.

How it runs

mismatchchecked
Trigger
Shipment marked receivedWarehouse management
Extraction
Read the shipping documentsbill of lading, delivery note
Lookup
Check against the purchase orderSAP
Lookup
Check against the WMS receiptWarehouse management
Rule
Flag quantity or item mismatches
Branch
Route disputed lines to the warehouse manager
Human gate
Warehouse manager review
Assemble report
Produce the reconciliation reportSharePoint
Outcome
Shipment reconciled
  • Trigger
  • Extraction
  • Lookup
  • Rule
  • Branch
  • Human gate
  • Assemble report
  • Outcome

What it could return

Time spent manually checking a bill of lading against the purchase order and the warehouse receipt for each shipment.

$10,143per year, returned
376 hrsper year, back

A rough estimate until this is measured on your own numbers. Every input above is yours to change.

Systems touched

Agentic skills run

Where the human sits

The reconciliation report needs a warehouse manager's read — mismatches don't resolve themselves, and the workflow doesn't guess at who's right.

Confidence floor 75% — anything under that holds for a person instead of guessing.

Knowledge produced

This one doesn't produce any knowledge for memory to pick up.

Where it fits

Distribution and supply chain runs inside the commercial build. See the commercial build.

Where it sits

  1. 01The model
  2. 02Data
  3. 03Workflows
  4. 04Agentic skills
  5. 05Memory & knowledge
Workflows layer page