How collect direct costs are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Collect direct costs sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Collect direct costs inherits.
No articles yet for this entity.
No capability events for this entity yet.
Trigger: Production activities commence and personnel or systems log labor, materials, and equipment usage against a specific manufacturing order or project.
Outcome: All direct expenses are accurately captured, validated, and posted to the respective job or project ledger for costing and billing purposes.