WORLD AI PLATFORMCOMPONENTS · CONTEXT · CONTROL
Home / DECISION LAB

DECISION LAB

Outcome Economics

Explore full workflow costs and the cost per accepted completed task.

WORKING TOOL

Your assumptions

Illustrative example. Change the inputs, then calculate. Use non-sensitive information.

A completed workflow, before acceptance review.

YOUR SCENARIO

Keep the assumptions visible.

Calculated locally from the displayed example.

METHOD & LIMITS

Show the method.
Keep the boundary.

How this works

Accepted completed tasks = attempted tasks × completion fraction × acceptance fraction. Model cost = attempts × calls × [(input tokens × input rate + output tokens × output rate) / 1,000,000]. Tool cost = attempts × calls × tool rate / 1,000. Review cost = attempts × reviewed fraction × review minutes / 60 × hourly cost. Rework cost = attempts × (1 − completion fraction) × rework minutes / 60 × hourly cost. Total adds those costs and the supplied fixed allocation. Unit cost = total / accepted completed tasks. Zero accepted work has no finite unit cost.

How to read the result

Review and rework are separately additive cost categories: enter values that do not count the same staff time twice. Rework cost does not imply recovered completions. Taxes, growth, financing, peak capacity and migration are excluded. Rates and completion/acceptance are illustrative assumptions, not current vendor prices or performance.

Nothing is submitted or automatically stored. The download includes inputs and outputs. Recalculate after editing. Reloading may discard the scenario.