From models to the factory floor: the role of forward-deployed engineers

When models enter the factory

Industrial knowledge lives in more than databases. It also comes from process workflows and the experience of people on the production line. Jincheng's on-site engineers connect that knowledge with AI models.

Helping technology and process expertise work together

Through the experiences of Jincheng engineers working at customer sites, the report explores the role of data alignment, process communication and on-site validation in deploying industrial AI.

This is a brief editorial summary. Read the original Chinese report for the full interviews and case context.