AOPM

Ageni Opportunity Prediction Model an AGENI engine before any survey

The matrix → the biggest opportunity, ranked

aopm reads each gate's rate gap versus its sector benchmark off the APSM matrix, measured through AMM, ranks the automation queue on one number, and paints a CostToOptimize colour on every cell — the opportunity is on screen before the first survey is ever run.

APSM MATRIX gate rates · CostToOptimize RANKED QUEUE opportunity score Attract Acquire Convert Deliver 31% 44% 58% 72% 22% 39% 51% 64% 28% 33% 47% 69% 35% 42% 55% 61% cheap lift costly at benchmark aopm Δr vs benchmark RANKED AUTOMATION QUEUE #1 Convert gateΔr +18 vs benchmark 8.4 #2 Deliver gateΔr +12 vs benchmark 6.1 #3 Acquire gateΔr +9 vs benchmark 4.7 #4 Attract gateΔr +5 vs benchmark 2.3 Opportunity Score V × Δr × M ÷ (C × T)
usesODIAPSMAMM
One number ranks every gatethe Opportunity Score = V x delta-r x Margin / (Cost x Time) — the whole queue on one scale
CostToOptimize colourevery cell is painted by lift difficulty — a cheap high-value gate stands out at a glance
Outcomes from eventsODI outcomes are computed from events, not surveys — the opportunity is on screen first

AOPM ranks the automation queue by opportunity · operationalizes ODI · built from AML