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Managerial Oversight & Management

From The Foundation for Best Practices in Machine Learning
Organisation Best Practices > Managerial Oversight & Management


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Managerial Oversight & Management

Objective
To ensure managerial direction and support for Products in accordance with Organisation strategies, business requirements, Corporate Governance Principles, Social Corporate Responsibilities, legal regulations and Ethical Practices.


2.1. Management Direction for Machine Learning

Objective
To ensure managerial direction and support for Products in accordance with Organisation strategies, business requirements, Corporate Governance Principles, Social Corporate Responsibilities, legal regulations and Ethical Practices.
Item nr. Item Name and Page Control Aim
2.1.1. Management Committee

A managerial committee ought to be established to (a) oversee Organisation Machine Learning and Products; and (b) warrant their effective alignment in accordance with Organisation strategies, business requirements, Corporate Governance Principles, Social Corporate Responsibilities, legal regulations and Ethical Practices.

To ensure clear managerial responsibility, oversight and custody of Organisation Machine Learning and Products.

2.1.2. Management Committee Diversity

The Management Committee ought to hold a diversity of members from differing Organisation departments, including Executive Management, legal, finance, operations, public communications as well as Data Science.

To (a) ensure the diversity of managerial opinions and oversight of Organisation Machine Learning and Products; and (b) foster Organisation buy-in for Machine Learning and Products.

2.1.3. Managerial Oversight Procedures

The Management Committee should establish appropriate Procedures to warrant managerial oversight and governance of Organisation Products, inclusive of the appointment of Data Science Managers.

To ensure the operationalisation of the oversight and management of Organisation Machine Learning and Products by the Management Committee.