Search, Discover, and Connect Your Manufacturing Knowledge

Improving company knowledge management from various sources and formats, helping teams with smart AI search and automated insights.

PROJECT OVERVIEW

A European automotive spare parts manufacturer with over 1,000 employees across five production facilities struggled to find important information stored in different formats — technical drawings, videos, photos, and manuals.

Engineers spent too much time searching through scattered PDFs, CAD files, and training materials across different systems. Production teams couldn't easily find the right diagrams, new employees struggled with mixed training formats, and quality issues occurred from outdated information.

KnowCore AI is an intelligent knowledge platform built by our team that searches all content types instantly, gives workers immediate access to the right information, and provides smart suggestions with visual guides for faster, safer car parts production.

TECHNOLOGY

Python, Elasticsearch, Anthropic, Semantic Search, RAG Implementation, Vector Embeddings, Neo4j Knowledge Graph, FastAPI, React, Natural Language Processing, Machine Learning, Document Analysis

Client Goals and Objectives

Create easy search that finds technical guides, safety rules, and procedures instantly in all company files.

Keep machines running by giving quick access to repair guides with instant updates.

Build one place that stores all file types and shows popular information on an easy dashboard.

Help production teams find experts who know about specific equipment and connect with the right people.

Speed up training for new employees with smart suggestions from previous projects and easy access to training materials.

Get helpful suggestions when writing documents and instant updates about new information.

Make sure all facilities use the same procedures and quality standards.

Control who can see what information and watch who uses it to protect company secrets.

Data Processing
and Storage

AI Agents Operation

Supporting
Infrastructure

Value and Impact Delivered

Faster Search

Cut search time by 85% from 45 minutes to 7 minutes per technical question.

System Accuracy

Achieved 98% accuracy in finding the right technical documents and giving correct answers.

Equipment Downtime

Greatly reduced equipment downtime through faster access to repair guides and maintenance steps.

Faster Training

Sped up new employee training by 60% with instant access to visual guides and procedures.

Better Quality

Reduced quality problems by making sure teams use current technical details and procedures.

Better Safety

Improved safety compliance with easy access to current safety rules and procedures.

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