AI Model Development Process Playbook

This detailed playbook provides data scientists, machine learning engineers, and project managers with a structured framework for managing AI model development within an organisation.
It includes:
– Step-by-Step Process Flow: Outlines essential subprocesses such as Data Collection, Model Selection, Model Evaluation, and Model Deployment and Monitoring, with clear actions, decision points, and feedback mechanisms to ensure the successful development and implementation of AI models that align with business objectives.
– RACI Framework: Clearly defines roles and responsibilities for each task in the AI model development process, ensuring that project managers, data analysts, modelling experts, and stakeholders are accountable and engaged at every stage, promoting a collaborative and efficient approach to model creation and deployment.