Case Study · Automotive Manufacturing

AI-Powered Enterprise Knowledge Assistant

Enabled one of the world’s largest automotive component manufacturers to transform engineering knowledge retrieval, reduce dependency on senior experts, and improve plant-level operational efficiency through an enterprise AI knowledge platform. 

Client

Motherson

Industry

Automotive Manufacturing

01

Challenge

Motherson manages thousands of engineering documents, SOPs, maintenance manuals, and ERP records across multiple manufacturing plants. Critical knowledge was distributed across disconnected systems, making information retrieval slow and inconsistent. 

Engineering teams frequently depended on senior specialists for routine technical queries, delaying operational decisions and reducing productivity.  

Idea Valuation

02

Our Solution

Our Generative AI integration services designed and implemented a Retrieval-Augmented Generation (RAG) based enterprise knowledge assistant that unified engineering documentation, ERP data, and operational SOPs into a single conversational interface. The solution enabled engineers to retrieve verified technical information using natural language while automating operational reporting and improving access to plant intelligence. 

  • AI-powered enterprise knowledge search

  • Retrieval-Augmented Generation (RAG) 

  • Natural language engineering assistant 

  • Automated operational reporting 

  • ERP and document repository integration 

  • Role-based operational dashboards 

03

Business Impact

The AI-powered knowledge platform significantly improved engineering productivity and operational efficiency across pilot manufacturing facilities. 

  • Engineering query resolution time reduced by 60%, enabling faster issue resolution on the production floor. 

  • Automated reporting shortened report preparation cycles from several days to just a few hours. 

  • Reduced dependency on senior engineers by allowing junior teams to independently access verified technical knowledge. 

  • Improved operational decision-making through real-time access to engineering documentation and plant insights. 

04

Services Delivered

Enterprise AI Development

RAG Implementation

LLM Integration

Knowledge Management

AI Search Platform

ERP Integration

Process Automation