Management Direction for Machine Learning
Managerial Oversight & Management
2.1. Management Direction for Machine Learning
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. |