4 Components of the AI Factory
- Data Pipeline
A key component of the AI factory is the data pipeline, a semi-automated, systematic process for gathering, cleaning, integrating, and securing company data to ensure it’s sustainable and scalable for AI technologies.
The process, known as datafication, transforms raw data into a usable format for AI models. High-quality data is crucial because AI models’ accuracy and reliability heavily depend on their inputs’ quality.