The Lineage of Accounting Concepts Leading Up to AI Costing 
Stephanie Geltrude Stephanie Geltrude

The Lineage of Accounting Concepts Leading Up to AI Costing 

Even though AI token costing feels new, parts of it resemble patterns we’ve worked with for years in Activity Based Costing and Job Order Costing. When we view tokens as units of work, the lineage becomes easier to see. This post offers that perspective as one way to ground the discussion and support the shared learning happening across the field.

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A Practitioner’s Introduction to Activity‑Based Costing (ABC)
Stephanie Geltrude Stephanie Geltrude

A Practitioner’s Introduction to Activity‑Based Costing (ABC)

Activity Based Costing is not a new method to learn. It is the mechanism behind the frameworks we already use. When we understand how resources flow into activities and how those activities support services, the logic behind ITFM, TBM, and FinOps becomes much clearer.

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