ROOT CAUSE ANALYSIS TOOL

Client and sector

Client

Borçelik

Sector

Manufacturing (Steel)

Project type

AI decision-support tool

Arfitect's role

We built a system that helps engineers investigate recurring quality issues using structured data and process history. Through embedded memory and domain-specific logic, engineers can query production data and get AI-driven explanations while using templates created by colleagues.

Architecture

• Private LLMs
• RAG
• Embedding Search
• Domain-Specific Logic

Outcome

Automated Root Cause Analysis

Related content

• Technical article: Hybrid Search Approach for Enhanced Chatbot Performance Using Databases and Elasticsearch
• Technical article: RAG Performance Comparison of Local SLMs and OpenAI LLMs
• Technical article: What is RAG (Retrieval Augmented Generation)? What You Need to Know for an End-to-End RAG Project