A method for performing advanced configurable geospatial location analysis may include obtaining, by a communication interface, a selection of a point of interest within a geographic information system (GIS). The point of interest may be a mapping object that corresponds to geospatial location information that defines a plurality of objects and geographical boundaries within the GIS. The method may include obtaining, by the communication interface, asset information regarding a plurality of land use objects using a plurality of data sources. The method may include identifying, by a computer processor and based on the asset information, a geographical buffer within the GIS between the point of interest and the plurality of land use objects.

Systems, methods, and apparatuses for implementing a geo-demographic zoning optimization engine are disclosed. According to an exemplary embodiment, there is a system executing at a web platform, in which the system includes: a memory to store instructions; a set of one or more processors; a non-transitory machine-readable storage medium that provides instructions that, when executed by the set of one or more processors, the instructions stored in the memory are configurable to cause the system to perform operations for designing sectioned mappings for a geo-demographic region, the operations including: executing instructions via the processor to implement a receive interface at the web platform; exposing the receive interface to users of the web platform; receiving, at the receive interface, geographic information system (GIS) data defining a plurality of district boundary spatial layers for a plurality of land parcels representing districts located at least partially within the geo-demographic region; creating a plurality of zones by overlapping the plurality of district boundary spatial layers; combining separate subsets of the plurality of zones into temporary exclusive regions; optimizing a number of precincts for each of the temporary exclusive regions by combining two or more of the temporary exclusive regions into a number of precincts; in which the optimizing comprises executing an algorithm based on hierarchical objectives configured to minimize splitting precincts that contain more than one district of any type, subject to user-selected input parameters operating as constraints; and generating a design plan map with optimized number, shape, size, and boundaries defining every precinct of the design plan map outputted from the web platform to a user interface. Other related embodiments are disclosed.

The present disclosure is directed to systems and methods for intelligently staging, capturing, and facilitating real estate negotiations. In one example aspect, a proposal may be submitted by a first party. The proposal may be locked to capture the state of the proposal terms at that point in time. The proposal may also be cloned, wherein the cloned proposal may be editable by a second party. The system may provide intelligent suggestions to include in the counter-proposal to the second party based on historical transactional data related to the first party, property characteristics, and/or current market data. The intelligent suggestions may be approved and integrated into the cloned proposal. Once the cloned proposal is updated accordingly, the cloned proposal with the updated terms may become a counter-proposal that is then transmitted back to the first party. The system may then receive an acceptance or rejection indication from the first party.

Methods, apparatus, systems and articles of manufacture are disclosed to control auditing devices, comprising a communications interface to transmit first auditing instructions to the auditing devices, a sampling frequency determiner to collect sampling information corresponding to a first number of stores at a first time, a sample size determiner to calculate a second number of stores to sample based on the sampling information, and when a difference between the first number of stores and the second number of stores satisfies a threshold, improve an accuracy in the sampling information by calculating second auditing instructions having an updated sampling frequency.

Provided herein are systems, methods and computer readable media for managing a sales pipeline, and in some embodiments, calculating supply based on travel propensity. An example method comprises identifying a total demand for a promotion tuple at a geographic location, determining, using a processor, a promotion area for the promotion tuple, the promotion tuple comprising at least a category, price information and a geographic area, identifying one or more promotions offered by a promotion and marketing service that comprise at least the category and the price information of the promotion tuple, determining whether the total demand for the promotion tuple at the geographic location is satisfied, wherein the total demand is satisfied in an instance in which the geographic location is within the promotion area for the one or more promotions, and identifying a demand gap in an instance in which the total demand for the promotion tuple at the geographic location is not satisfied.

Methods, systems and computer program products for facilitating use of select hyper-local data sets for improved modeling are provided. Aspects include receiving customer data associated with a customer by a workbench platform and determining an accuracy of a customer model using the customer data. For each of a plurality of hyper-local data sets, aspects also include determining an increase in model accuracy based on use of the hyper-local data set and the customer data. Aspects include identifying at least one group of hyper-local data sets of the plurality of hyper-local data sets that result in similar increases in model accuracy. Aspects also include facilitating use of a selected one or more of the hyper-local data sets of the at least one group of hyper-local data sets in generating an improved accuracy customer model.

Techniques for facilitating reservations between a first creative entity and a first venue. Digital audio data for a first creative entity is analyzed to determine acoustic attributes. A plurality of potential venues are determined. A machine learning model is used to calculate an estimated demand metric for the first creative entity for each of the plurality of potential venues, based on a venue profile for the respective venue and acoustic attributes for the first creative entity. Two or more venues are selected and a proposed itinerary is created. A digital order is generated based on the proposed itinerary. User profile data for the first creative entity is updated, upon successful completion of the digital order, and a digital transaction is generated to automatically charge a determined first amount to an account for the first venue and to transfer a determined second amount to an account for the first creative entity.

A web based interactive geographic information systems mapping analysis and methods for improving business performance including future scenario modeling are provided. The system uses a radical efficiency model to increase profitability since competitiveness can be improved by the radical efficiency model that allows businesses to reduce money wasted on bad initiatives. The system also gives businesses competitive intelligence on how to find new markets (expanding the pie) and to capitalize on competitors' inefficiencies and weaknesses to capture the competitors' market share (eating the competitor's slice of the pie). The system also shows businesses how to make more money by maximizing their strategic advantages against competitors and by identifying the best places and recommended strategies for business growth. The system also expands the list of potential vendors and customers a business can buy from and sell to. The system also provides advertisement recommendations for the business.

Aspects of the disclosure relate to intelligent processing of broken or failed ATM transactions. In some embodiments, a computing platform may receive transaction data associated with a pending transaction initiated on a mobile computing device and generate hash information corresponding to the received transaction data. Then, the computing platform may identify ATMs previously visited by the user. Based on performing analytics on those previously visited ATMs, the computing platform may identify, from those previously visited ATMs, one or more alternate ATMs for completing the pending transaction. Next, the computing platform may send a notification to the mobile computing device that includes navigation information. Thereafter, the computing platform may cause the alternate ATMs to await input from the user by sending the generated hash information. In response to receiving a message indicating completion of the pending transaction, the computing platform may initiate clearing of a pending status of the pending transaction.

A method of displaying a symbol representative of changes in price during a time period, the method includes receiving, for each intra-time period of a plurality of intra-time periods in the time period, intra-time price data including an intra-time open price and an intra-time close price corresponding to the intra-time period, determining, from the received intra-time price data for the plurality of intra-time periods, an open price, which is an intra-time open price of an initial intra-time period of the plurality of intra-time periods, and a close price, which is an intra-time close price of a last intra-time period of the plurality of intra-time periods, determining, for each intra-time period of the plurality of intra-time periods, a value indicating whether or not the intra-time close price of the intra-time period is higher than the open price, so as to determine a plurality of values, generating, by a charting engine, a candle body from the open price and the close price, wherein a height of the candle body indicates a difference between the open price and the close price, and a width of the candle body indicates a difference between a start time of the time period and an end time of the time period, generating, by the charting engine, a filled intra-body fill area for each intra-time period of the plurality of intra-time periods, each filled intra-body fill area filled in accordance with the value of the plurality of values corresponding to the intra-time period of the plurality of intra-time periods, and displaying, by the charting engine, the symbol, which includes the candle body and the plurality of intra-body fill areas within the candle body.