Aug 8

Do we know what good behavior looks like?

Since humanity has developed civilization it has attempted to lay out rules of engagement that always retain a sense of civility. As the course of civilization, and the structures of the societies within, have changed, so too have the behaviors that uphold those ideas. In most current societies, the guidelines of behavior are wide and all-encompassing, making it difficult to distinguish one right from another. Good behavior is held up to such a variance of different rules and expectations, that it is often hard to lay out explicitly what is good; except in the face of what is bad. Most humans approach considerations of behavior (if they consider their behavior at all!) in polar …

Aug 8

Recommender systems with personality

Recommender systems in technology have become an integral part of human digital society. Human existence is saturated with options for everything, from swimwear brands to cellphone models, to cruise package options! Thus the adoption and use of recommenders has been wholly invited into almost every business. Since its inception in the 1970’s, recommenders have grown and morphed as technologies have become more sophisticated. Including the adoption of economic behavioural constructs such as nudges, and other personalization techniques. ecosystem.Ai has the technical expertise to build highly reliable recommender systems, as well as having the knowledge to construct behavioural models to make them even more effective. We also go one step further, by integrating psychological and sociological elements in order …

Jun 6

Machine Learning for Financial Wellness

In the world of artificial intelligence, many shifts have taken place to allow for a more human centric approach to business. One such shift is financial wellness. This article introduces the concept of financial wellness and the practical implementation of using machine learning and AI to give customers a financial wellness score. There are further considerations regarding the concept, including why, despite it being an extremely relevant topic, it has not yet been implemented globally. 

Financial wellness is defined in a number of ways; the most familiar of which refers to an individual’s overall financial health. It is often described as a position of  ‘being prepared for an emergency’, ‘meeting financial goals’ and ‘budgeting spends’, amongst others.

Mar 3

Predictions in Real-Time

Machine learning revolutionised the process of making predictions in business. Using vast stores of data to learn about customers. In the history of predictions: guesswork gave way to statistics, which in turn has given way to behavioural predictions. The next stage involves refining behavioural understanding and emphasising the importance of timing – dubbed real-time in the ML world. 

Electronic devices dominate a human’s daily life, within which attention is easily asked for and offered. It is easy to send a message, post an update, or give some indication of social existence. Instant engagement is the norm, and it is important for businesses to find a way to do the same. 

Human behaviour is of paramount importance …

Nov 11

How predictions are shaping your world.

Our latest project is close to fruition so the time has come to illuminate a few key factors. With the rise of research into new methods of communication, we have been working tirelessly to create an effective tool with which companies can engage their clients. We are about to deploy the latest in prediction models that is an ethical take on data analytics. Using sets of closely regulated data, that remains private to the permissioned company, we have designed an algorithm to discover who you are. Through the process …

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