Prerequisite: None

James Lupton

CTO

Cynozure

This session will include a moderated Q&A featuring questions from the live audience.

Picture this. You’ve just built the world’s most perfect data pipeline. It’s a work of art; the code a symphony. It can handle any amount of data or users that you throw at it effortlessly. Yet despite all this, the uptake from the business isn’t there, and you’re failing to take this solution and scale it across the business.

In this session, James Lupton will show that there’s a lot that goes into scaling data and analytics pipelines beyond the technical elements. This is especially true in the world of machine learning and data science and the increasingly sophisticated solutions that are being asked for. Lupton will explore what goes into successfully scaling a solution, whether that’s building repeatable processes, common standards, or effective release mechanisms.