Approve with the costs in front of you

What you see before the yes

When an ADIP agent brings you a decision, it doesn't bring a verdict. It brings the whole choice set, priced — assembled from the systems you already run and shaped by the constraints you actually operate under.

Before anything is approved, the person making the call reads it the way they'd read a colleague's working:

• The recommendation — and the reasoning behind it, written to be read, not clicked past.
• Every alternative the agents considered, each priced: penalty exposure, expedite spend, promise dates put at risk.
• The constraints applied — contract terms, capacity, policy — so you can see why the options fell where they did.
• Who each option protects and who it shorts, because in a shortfall that is the actual decision.

Same fill, different exposure

Priced alternatives expose something dashboards never show: options that look interchangeable rarely are. In an allocation shortfall, several strategies can ship the same total volume while carrying very different consequences — one holds every contract commitment, another breaches commitments it never needed to touch, a third ships a spot buyer ahead of a contract customer for no strategic reason. The volume barely moves. The exposure swings.

That spread is the real decision — not how much ships, but who gets shorted and what each version of that call costs. Approving with the costs in front of you means seeing the spread before you commit, not discovering it in next quarter's penalty reconciliation.

Where your judgment comes in

Visibility matters because the recommendation is not the last word — you are. Every operation carries judgment no system was ever given: one key account always wins the tie — everyone on the floor knows it; no system was ever told. When that account sits inside the shortfall, the person approving can steer to the alternative that keeps it whole, even when it isn't the option the agents ranked first.

ADIP is built for exactly that move. Overriding the recommendation isn't fighting the system; it is the system working. You weigh the price of your preference against the price of the recommendation, decide with both in view — and the reason for the call survives the call: captured with the decision, folded into the Judgment Layer, so the next recommendation already knows what you know.

Rubber stamps are the failure mode

A control that shows you nothing produces rubber stamps: approvals that transfer accountability without transferring understanding. Signing off on a dashboard alert is an act of faith — you're endorsing whatever happened upstream. That version of “human in the loop” deserves every bit of the skepticism it gets.

Approving a priced choice set is different in kind: it's a decision you actually made, and a better-informed one than you could assemble by hand today — alternatives you'd never have time to price, constraints applied consistently, trade-offs in one view. Judgment stays human. What changes is how much the human sees before judging.