White Paper

To keep reading or download the pdf

Fill out the Form


Read Time:

8 min.


Licensed by:

Teradata logo


Font Size:


Font Weight:

Decoupling the AI/ML Pipeline for Scale

Ensure Models Reach Production to Deliver Value

Challenges with Realizing the Promise of AI/ML

Artificial intelligence and machine learning (AI/ML) are extremely valuable to organizations. Our research shows that AI/ML help organizations gain a competitive advantage and improve customer experiences, and have a direct impact on the bottom line, increasing sales and lowering costs. AI/ML are used across industries and throughout many departments in organizations. Consequently, the use of AI/ML has continued to expand.

But deploying AI/ML effectively can be hard for organizations. The top challenge in applying ML reported by participants in our research is accessing and preparing data. Many also report a lack of skilled resources, as well as facing challenges deploying models to production. Without deploying models, organizations cannot realize the value of their investment in model development.


Fill out the form to continue reading