§ the regulator

"an auditor will reject it."

verification cycles, disclosure deadlines, compliance packs. the figure has to survive someone whose job is to doubt it.

§ the investor

"an investor will question it."

quarterly reporting, lp queries, the next raise. the figure has to survive people whose money is on it.

§ the counterparty

"a counterparty will dispute it."

settlements, landed costs, payouts. the figure has to survive the party paying against it.

freight & landed-cost reconciliation future
fuel & fleet leakage future

§ the board

"the board can't trust it."

production reports, plant dashboards, the monthly pack. the figure has to survive the people deciding on it.

~ the engine doesn't change per sector. the challenger does. ~

don't see your sector?
the engine doesn't mind.

if you must defend a number assembled from systems that don't agree, the assessment will read your estate the same way.