A management framework for guiding and measuring the maturity of companies´ analytical models

Pereira, Mónica Moreira Guerreiro

http://hdl.handle.net/10362/123543

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Autores

Pereira, Mónica Moreira Guerreiro

Orientador(es)

Pereira, Ricardo

Resumo(s)

In this paper, based on a clustering process of organizations regarding levels of Machine Learning maturity–the ability to deliver an end-to-end automation process, while defending responsible ML capabilities–,it is proposed a new framework to guide consultants in their role to deliver the most suitable recommendations for any corporate client being served. This includes a method to evaluate in which cluster a given company fits, which in turn associates to a set of rules and priorities to reach a higher level of ML maturity.