Trade spend. Deductions validated, promotions reconciled.
For most consumer brands, trade spend is the second-largest line on the P&L and the least audited: deductions get written off below a threshold because validating them costs more than the deduction.
We deploy agents that validate every deduction against the promotion calendar, contracts, and proof-of-performance — not a sample — reconcile accruals to actuals, and recover the invalid ones. The threshold for “too small to check” goes to zero.
Deduction validation against the promotion calendar, contracts, and proof-of-performance — every deduction, not a sample.
Accrual-to-actual reconciliation by promotion, customer, and SKU, so the trade line stops being a quarterly surprise.
Invalid-deduction recovery with the evidence packet already assembled.
The objects this use case reads and writes — stood up during the diagnostic, shared with every use case that follows.
This is a diagnostic candidate: two to three days on your floor, the relevant slice of the Ontology stood up from your data, and a working first pass you can judge in production terms — not a deck.
Find the ROI
AI stopped being a demo. Nobody sent a memo.
Not sure where to start? Book a half-hour with an engineer who ships frontier AI weekly. You’ll leave knowing what’s possible and what’s still a demo.