Exploratory data analysis
Scope determination and project selection
Target/label and feature engineering
Creating and refining data labelling specifications
Supervising the data annotation process and assisting domain experts in label quality control
AI model development (model training, validation, selection, testing, etc.)
AI model deployment/integration into the customer solution (as a microservice, a module, etc.)
Maintaining the developed model in a customer's production environment, including automatic metric monitoring and model updating/refinement cycle