Next Generation Analytics
Machine Learning that is cost-effective, practical and fast to implement.
Principa’s analytics team have spent a number of years investigating machine learning technologies that are practical, cost effective and comply with the modelling standards expected by business. The end result is a combination of technologies in both analytics and data management that brings this technology to life – a solution we call the “Machine Learning Platform” (MLP).
Briefly how it Works
On a high level, the solution is able to ingest data from multiple sources, wrangle data for modelling needs and store modelling outcomes in the data management platform. Execution of the data models rests with Stratus – Principa’s propriety execution solution that incorporates model management and audit features, all critical features in a business ready machine learning solution. With this functionality in place, models can be retrained quickly and cost effectively based on customer needs and the application use. Standard or customisable reports continually monitor modelling outcomes.
The solution can be deployed both on customer premise or on a virtual server in the cloud.
Our machine learning offering is highly customisable based on customer needs and may be deployed in part or as a complete end to end solution.