Answer Reuse Economics

Conventional AI cost scales with adoption: more users ask more questions and the bill rises proportionally, which makes success expensive and creates pressure to limit usage. Reuse inverts the curve. Because question distribution is concentrated, the marginal enquiry is overwhelmingly likely to be one already answered, so cost per enquiry falls as adoption grows. The organization that has answered its top two hundred questions well pays almost nothing for the next hundred thousand enquiries about them.

Governed answers in Centralpoint are computed once and served from the local index thereafter, with equivalence recognized across phrasing and language. Consumption is metered per execution so the curve is observable rather than assumed, and the questions worth reviewing are identified by the same data that shows what they cost.