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Surface: Budget Hawk Branch

Context
Tests purchase-expansion alternative against spoilage baseline.

surface api dataflow api open dataflow canvas return dossier

Trace Dataflow

Inputs

Procurement cost curve
Current spoilage losses

Transforms

ROI comparison

Outputs

Reliability-first ROI dominance

Observability

ROI variance