AlphaCode Solutions

Case Introduction

AI Consistency Verification System

The AI Consistency Verification System is an automated system that utilizes generative AI to verify the consistency of vehicle maintenance manuals.

  • sLLM (Small Large Language Model)
  • RAG (Retrieval-Augmented Generation)
  • XAI (Explainability AI)

Background and Necessity

Problems

Excessive Workforce, Time, and Cost Consumption

A significant amount of workforce, time, and cost is required to produce various types of vehicle-related manuals in more than 10 languages.

System Implementation

Efficient Manual Verification System

The AI Consistency Verification System was introduced to address issues such as accumulation of inconsistent data, lack of manual consistency verification, and maintaining content uniformity in the existing manual creation process.

Key Features

The AI Consistency Verification System provides features such as AI-based content validation, maintenance manual reference management, and comprehension testing.

AI Verification Feature

AI Verification Feature

This feature utilizes AlphaCode’s proprietary small Large Language Model (sLLM), AlphaLLM, for document validation. By leveraging RAG, it checks whether the input sentence complies with the manual guide and suggests appropriate content. AI-verified content can be stored, modified, and managed in the database.

Maintenance Manual Reference Management

Maintenance Manual Reference Management

During AI verification, the AI Consistency Verification System retrieves maintenance manuals from the database to check if the input sentence complies with the manual content. The AI then recommends appropriate content based on the maintenance manual. Related content can be stored, modified, and managed in the database.

Comprehension Testing

Comprehension Testing

The system provides 20 questions based on vehicle maintenance manuals to assess user comprehension. It is designed to help new employees adhere to the vehicle maintenance manual, enabling administrators to reduce training time.

Benefits of the AI Consistency Verification System Powered by AlphaLLM

Maintaining Content Consistency

AI verification standardizes the manual creation process and ensures content consistency.

Operational Efficiency

By automating previously manual processes using AI, the efficiency of creating new manuals has been significantly improved.

Reduced Training Time

Through comprehension testing, new employees can be trained on manuals and related content, thereby reducing training time.