Abstract: A system utilizing a web integration service to pull data from disparate computer server systems, and a normalizing module to generate a normalized data set utilized by an indexing module across a de-coupling boundary to generate a search index. An outflow module utilizes results from the search index and hierarchical grouping control structures to generate customized data flows to client devices with improved performance.

Abstract: A system and method are described that receive digital records received from disparate computer systems wherein the records are heterogeneous in format and thus noisy. The systems utilize mapping to higher-dimensional vector spaces, clustering, reduction, and autocorrelation to identify and extract groups of related resource management operations from the noise of the system inputs.

Abstract: A system and method are described that receive digital records received from disparate computer systems wherein the records are heterogeneous in format and thus noisy. The systems utilize mapping to higher-dimensional vector spaces, clustering, reduction, and autocorrelation to identify and extract groups of related resource management operations of a time-recurrent nature from the noise of the system inputs.

Abstract: A system includes a cash management module and a cash forecast module. The cash management module determines a cash position for a company based on at least financial transactions and ERP system financial data. The cash forecast module generates a cash forecast based on the cash position and one or more cash streams, each cash flow stream configured to represent a cash flow for one aspect of the company and each cash flow stream comprising zero or one or more factors, each factor configured to affect an associated cash flow stream in the future. A cash forecast may include zero or more levers.

Abstract: A method of operating a resource credit exchange for a resource of a particular type operates a resource forecaster on the resource model input to generate a resource position and a resource flow and applies the resource position and the resource flow to the resource credit exchange, which is coupled to a plurality of resource provider institutions. The resource credit exchange is operated to generate a digital contract based on the resource position and resource flow and initiate an outflow of resource deposits from a subset of the resource provider institutions to the member company under terms of the digital contract.

Abstract: A method of operating a resource pooling system involves receiving resource deposits from a first set of member companies into a resource pool, the resource deposits that includes excess resources for operating the first set of member companies. The method lends resources from the resource pool to a second set of member companies in response to each company of the second set of member companies requesting resources in an amount that exceeds a total resource deposit for the company. In the method, the first set of member companies and the second set of member companies form a resource co-operative.

Abstract: A system utilizing a web integration service to pull data from disparate computer server systems, and a normalizing module to generate a normalized data set utilized by an indexing module across a de-coupling boundary to generate a search index. An outflow module utilizes results from the search index and hierarchical grouping control structures to generate customized data flows to client devices with improved performance.

Abstract: A distributed data communication and transformation system operates a web integration service and a normalizing module on a first side of a de-coupling boundary to generate anchors in a relational database. An indexing module and an outflow engine are operated on a second side of the de-coupling boundary to transform the anchor tags into a search index asynchronously from operation of the web integration service, and the outflow engine operates on the second side of the de-coupling boundary asynchronously from the web integration service to filter outputs of the search index without signaling across the de-coupling boundary.

Abstract: A system includes a cash management module and a cash forecast module. The cash management module determines a cash position for a company based on at least financial transactions and ERP system financial data. The cash forecast module generates a cash forecast based on the cash position and one or more cash streams, each cash flow stream configured to represent a cash flow for one aspect of the company and each cash flow stream comprising zero or one or more factors, each factor configured to affect an associated cash flow stream in the future. A cash forecast may include zero or more levers.