Avalara, Inc.

Systems and methods electronically generate sample dots, produce resources associated with the dots and estimate a resource for a target point from known resources of dots near the target point based on client side version of digital rules, cataloged data and coarse values previously received from the online service platform. A client receives cataloged data of a cataloged domain in which the cataloged data includes data representing a plurality of dots and a respective computed resource value for each of the dots and each dot of the plurality of dots represents a point in the cataloged domain. In response to confirming a target point is in the cataloged domain, the system discovers a closest one or more dots to the target point based on the cataloged data, estimates a statistic for a resource for the target point based on the respective computed resource values of the closest one or more dots, stores the estimated statistic in a memory, and produces the local estimate based on the estimated statistic.

An online software platform (OSP) produces, by applying resource digital rules to previous relationship instance data of a primary entity data associated with one or more secondary entities of the domain, a domain resource regarding the domain. The OSP may then determine, by applying an alignment digital rule of the domain to the relationship instance data and the domain resource, whether or not an alignment condition of the domain is met, which indicates whether resources for relationship instances of the primary entity should have been remitted to the domain. If the alignment condition is not met, then the OSP may assemble proposal components, and communicate some of them to the domain on behalf of the primary entity to remit the resources, without initially communicating those proposal components that would reveal the identity of the primary entity.

Systems and methods electronically produce a local estimate of less-than-critical resources based on a client-side version of digital rules and coarse values received from an online service provider. Although using the client-side version of digital rules and the coarse values may not include all the parameters and values needed to provide a fully accurate estimate of the resource, the ability to locally estimate resources without having to make network calls to the online service provider, such as when there are unfavorable conditions or latency of the network, imminent overloading of the online service provider or other operating conditions or demands on the online service provider preventing it from producing a timely more accurate estimate, provides a faster and more efficient way of obtaining a potentially useful estimate of resources.

Systems and methods electronically obtain lodging operator data regarding a plurality of sources and corresponding amounts of resources received from the sources for lodging stays. The lodging operator data includes lodging stay data regarding the lodging stays associated with a lodging operator and other data regarding the lodging operator. The system electronically determines lodging inventory data of the lodging operator in the domains based on the lodging operator data and electronically generates, based on the lodging stay data and the domain-specific lodging inventory data, lodging occupancy rates of lodging inventory for the one or more of the plurality of domains. Comparing domain-specific lodging inventory data to lodging occupancy rates, as well as considering data indicative of resources received for lodging stays, results in a prediction value being generated regarding future lodging availability and/or an amount of resources recommended for lodging operators to receive for providing lodging stays.

An online software platform (OSP) produces, by applying resource digital rules to previous relationship instance data of a primary entity data associated with one or more secondary entities of the domain, a domain resource regarding the domain. The OSP may then determine, by applying an alignment digital rule of the domain to the relationship instance data and the domain resource, whether or not an alignment condition of the domain is met, which indicates whether resources for relationship instances of the primary entity should have been remitted to the domain. If the alignment condition is not met, then the OSP may assemble proposal components, and communicate some of them to the domain on behalf of the primary entity to remit the resources, without initially communicating those proposal components that would reveal the identity of the primary entity.

Systems and methods electronically produce a local estimate of less-than-critical resources based on a client side version of digital rules and a coarse values received from an online service provider. Although using the client side version of digital rules and the coarse values may not include all the parameters and values needed to provide a fully accurate estimate of the resource, the ability to locally estimate resources without having to make network calls to the online service provider, such as when there are unfavorable conditions or latency of the network, imminent overloading of the online service provider or other operating conditions or demands on the online service provider preventing it from producing a timely more accurate estimate, provides a faster and more efficient way of obtaining a potentially useful estimate of resources.

Systems and methods electronically generate sample dots, produce resources associated with the dots and estimate a resource for a target point from known resources of dots near the target point based on client side version of digital rules, cataloged data and coarse values previously received from the online service platform. A client receives cataloged data of a cataloged domain in which the cataloged data includes data representing a plurality of dots and a respective computed resource value for each of the dots and each dot of the plurality of dots represents a point in the cataloged domain. In response to confirming a target point is in the cataloged domain, the system discovers a closest one or more dots to the target point based on the cataloged data, estimates a statistic for a resource for the target point based on the respective computed resource values of the closest one or more dots, stores the estimated statistic in a memory, and produces the local estimate based on the estimated statistic.

An online software platform (OSP) produces, by applying resource digital rules to previous relationship instance data of a primary entity data associated with one or more secondary entities of the domain, a domain resource regarding the domain. The OSP may then determine, by applying an alignment digital rule of the domain to the relationship instance data and the domain resource, whether or not an alignment condition of the domain is met, which indicates whether resources for relationship instances of the primary entity should have been remitted to the domain. If the alignment condition is not met, then the OSP may assemble proposal components, and communicate some of them to the domain on behalf of the primary entity to remit the resources, without initially communicating those proposal components that would reveal the identity of the primary entity.

Systems and methods electronically obtain data regarding a plurality of sources and corresponding amounts of resources received from the sources for a plurality of relationship instances each associated with one or more respective domains of a plurality of domains. For each relationship instance of the plurality of relationship instances: the system electronically identifies a rate to calculate an amount of resource due to one or more respective domains associated with the relationship instance based on a source of a resource received for the relationship instance and the one or more respective domains and calculates an amount of resources due to at least one respective domain associated with the relationship instance based on the identified rate. For each domain of the plurality of domains, the system aggregates a total amount of resources due to the domain based on the calculated amount of resources due for each relationship instance associated with the domain. The system may then prepare and send, via a computer network, a reporting document to a system of the domain indicating the aggregated total amount of resources due.

An Online Software Platform (OSP) may receive a first dataset from a remote client device, and compute an estimated resource, from the first dataset and also per stored digital rules. The OSP may then communicate an aspect of the resource to the remote client device and receive a confirmation of the first dataset. The OSP may then process the first dataset, for matching it with another dataset, either internally or by outsourcing. Either way, the OSP may establish that the first dataset has been matched with a compatible second dataset. The OSP may then input a resource for the first dataset, which is determined according to stored digital rules. The OSP may further create one or more notifications and documents about the matching and the resource, and make them available to the remote client device or even to the device of another remote entity.