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How Items Power Automation

Items are not just reference data -- they actively drive automation throughout the invoice processing workflow. When Mod AI matches a line item on an invoice to an item master record, it unlocks several layers of automation that save time and improve accuracy.

Auto-Populating Dimensions​

When a line item on an invoice matches an item master record, the item's default dimension values automatically populate the coding fields. This includes:

  • Department
  • Cost center
  • Project
  • Any other dimension values configured on the item

This saves you from manually selecting dimensions for every line item and ensures consistency across invoices. If the same item always belongs to the Operations department, that coding is applied automatically every time.

GL Account Defaults​

Items can have a default GL account. When a line item matches an item master record that has a GL account mapping, the GL code auto-fills on the invoice line item. This is especially useful for items that always hit the same account -- office supplies, raw materials, service fees, and similar recurring purchases.

Price Variance Notices​

Mod AI compares the invoiced price for each line item against the item master price. If the difference exceeds your configured threshold, a Price Variance notice is created on the invoice. This catches:

  • Unauthorized price increases -- a vendor raises prices without notice
  • Billing errors -- an invoice lists the wrong unit price
  • Contract pricing violations -- the invoiced price does not match what was agreed upon

Price variance detection runs automatically during invoice processing. You do not need to configure anything beyond having accurate item master prices in your ERP.

Coding Suggestions​

Even when items do not have explicit GL or dimension defaults, the AI uses item master data to make better coding suggestions. Item descriptions, categories, and vendor associations all inform the AI's understanding of what was purchased and how it should be coded.

Example Workflow​

Here is how item master automation works in practice:

  1. An invoice arrives from your office supplies vendor with a line item: "Copy Paper, 10 reams, $45.00".
  2. Mod AI matches this to item SKU-1234 "Copy Paper (ream)" in your item master.
  3. The item master record has:
    • Standard price: $4.00/ream
    • Default GL account: 5210 (Office Supplies)
    • Default department: Operations
  4. The coding auto-fills with GL 5210 and Department: Operations.
  5. But the invoice price is $4.50/ream vs the $4.00 master price -- a Price Variance notice is created for review.

The AP clerk sees the pre-filled coding and the price variance notice, reviews both, and either approves the invoice or follows up with the vendor about the price discrepancy.

tip

Keep your item master prices up to date in your ERP. Accurate master prices enable better price variance detection and reduce false-positive notices.

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