Industry Applications

Gaming

Retention Algorhithms

Retention Tool is a customer retention analytics platform developed to help online casinos discover and implement intelligent and effective customer retention stratagems. It uses data-driven customer modelling and predictive analysis to identify customers at risk of leaving the casino.

With this information, the casino can then intervene with the appropriate retention tactic (such as a promotion, free plays, free spins, etc.)

Using its machine learning engine, retention tool is also able to predict the future spending habits of different player types. Having this solution helps the casino focus on the player clusters with the highest potential earnable value.

Industrial + Logistics

• Crate Packing Optimisation

  Crαꝉefull solves a complex problem; its underlying algorithm is able to determine a consistently optimal way to pack shipping containers. Packing containers in an optimal way (so that the minimum number of containers are used) whilst meeting packing standards (that define various constraints and restrictions in weight distribution for transport over sea, air, and land) is something very difficult to do.

  In one application, Crαꝉefull was used to save a client 15 containers per month. With each container costing around R40,000.00, this means the client saves about R600,000.00 per month or just over R7 million per year.

• Airline Trail Assignment

  With the airline industry being extremely competitive, perhaps the most important question for an airline is how to design its flight schedule to maximise revenue.The algorithms underlying this solution are able to design a consistently optimal flight schedule for the airline.

  Airline scheduler also incorporates functionality to manage and change flight schedules on the fly (say, in the event of a natural disaster or if there is a popular concert happening, where there is a sudden change in flight demand) and seamlessly stitch schedules together.

  Airline Flight Schedule Optimization, unlike offerings from other industry players, is able to design flight schedules that are provably optimal.

Music

• Radio Airplay Monitoring

  Each song played on Radio incurs an airplay royalty fee and, given radio’s enormous coverage and audience numbers, a chance to generate more income from sales outside the radio industry.

  Isazi Radio monitoring system is designed to be a premier radio airplay monitoring tool that provides automated, real-time tracking of song airplay across radio stations worldwide. With access to this tool, artists, record labels, and copyright associations get rich and accurate reporting on song airplay.

  This data can be used to audit the number of times a song is played and, from there, to determine and apportion airplay royalties. The music industry can use this data to target their music promotions by rewarding those radio stations that are playing their music and marketing to those that are not.

• Discovering Opportunities in Radio Advertising

  αdrѻid is developed as a radio advert monitoring system. It will run automatically and in real-time, scanning across the radio spectrum for adverts, identifying advertisers and (using rate card data we have access to) computing advertiser spend by the station. Radio stations with access to αdrѻid, therefore, become privy to data that shows not just what is being lost but also that which can potentially be gained. This presents them with opportunities to refocus their marketing strategy and lobby advertisers who are not with them. αdrѻid can also be used by advertisers to determine what the competition is up to (the radio stations they are advertising on and their advert spend) and obtain insights to adjust their marketing campaigns accordingly.

Telecomms

• Superspreaders + Marketing via Network

  Superspreaders
  Telecommunication companies are able to identify superspreaders within their network as those who call other network customers(the fringe).The superspreaders advantage is the influence they have on the fringe and are able to persuade the fringe to become customers provided that the super spreaders receive quality offerings and incentives.

  Marketing via Network
  Using mobiles as a marketing platform for advertisers to promote their brands and advertise their discounted products. The biggest differentiator for Telco is the ability to push an advertisement to a consumer based on the geo-location and interest e.g. if you as an individual is in the vicinity of a Nando’s he could show this SMS to receive a 10% discount.

• Custom Contracts

  While there are benefits in offering contract product to customers there are also high risks of contract default.The identified opportunity will provide the network providers with the ability to predicting default and retain customers.Report. When one is buying property a report is generated and which provides detailed information on the potential purchase.

  Instead of tracking each of millions of customers’ usage patterns individually, cluster analysis seeks to determine common characteristics amongst groups of customers.

Digitization

• Scanning Tech

  Scanning tech enables developers to scan text from natural images.This technology is far more advanced than traditional OCR (Optical Character Recognition), which requires images to be high-resolution scans of documents.

  We have applied the scanning tech to the scanning of cell phone airtime slips by photographing them instead of having to manually enter 16-digit PIN codes.

  Another application for imagicα is in the big data space, where it can be used to scan across large image databases and extract text from all stored images. This can then be used in data queries.

  Instead of tracking each of millions of customers’ usage patterns individually, cluster analysis seeks to determine common characteristics amongst groups of customers.

• Form-based Handwriting

  Isazi has created a digitization solution that reads any handwriting and automatically converts unstructured data from PDF forms into structured data – ready to be analyzed, processed, stored.

  This solution maximizes accuracy better than any conventional OCR. With a minimum training data, a 10-steps automated process produces >95%-character accuracy and helps the user to correct effortless.

  Handwriting OCR automated data extraction capability will eliminate the need for data re-entry, thusly saving the business cost and time and improving operational efficiency by streamlining document-driven workflows.

Insurance

Isazi Consulting has developed a system that ingests tables from Redshift representing 1Hz motion and location data from cellular devices.The system processes this data and inserts the results into a collection of normalised database tables.

Isazi Consulting has also developed a visualisation tool where trips can be visualised as a 3D reconstruction of the vehicle and mobile device, alongside an annotated overview of the trip and route on a map.

A web-based 3D simulation and visualisation tool were built to visualise and inspect annotated phone and vehicle motion.The data collected was from a mobile app that included gravimetric, accelerometer, orientation, GPS and altimeter measurements.