Computation module configured to estimate resource for target point from known resources of dots near the target point

A non-transitory computer-readable storage medium having computer-executable instructions stored thereon that, when executed by at least one processor, cause a system to perform operations including:

• storing locally on a memory a client computing facility (CCF) that includes digital rules;
• receiving, from the OSP across a network, a coarse values file (CVF) that includes values;
• generating a dataset that represents a relationship instance of the client entity with another entity;
• producing, by the digital rules of the CCF and the values of the CVF, a local estimate of a resource for the dataset, in which the producing the local estimate includes at least:
• receiving cataloged data of a cataloged domain, the cataloged data including data representing a plurality of dots and a respective computed resource value for each of the dots, in which each dot of the plurality of dots represents a point in the cataloged domain;
• identifying a target point from the dataset;
• confirming the target point is in the cataloged domain;
• in response to confirming the target point is in the cataloged domain, discovering a closest one or more dots to the target point based on the cataloged data;
• estimating a statistic for a resource for the target point based on the respective computed resource values of the closest one or more dots;
• storing the estimated statistic in a memory;
• and
• producing the local estimate based on the estimated statistic;
• and
• outputting the local estimate to the local output device in conjunction with the dataset.