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AI-Powered OCR · Repository Pattern Architecture

Traceability Manager: AI Edition

In Development
Standalone Application
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Traceability Manager: AI Edition

The Challenge

In industrial piping and welding, traceability is a legal requirement. Traditionally this process is plagued by 'Excel fatigue': thousands of manual data entries, error-prone transcription of welder IDs and heat numbers, and the painstaking manual assembly of ISO certification packages. A single mistake can invalidate an entire audit trail.

The Solution

A desktop application that replaces manual Excel workflows with an intelligent spreadsheet interface powered by AI-driven OCR. Google Cloud Vision scans handwritten weld logs directly into the database with fuzzy matching and auto-correction. Batch generation produces hundreds of individual ISO Excel files from a single master list. Non-destructive sync updates existing documents without overwriting manual input. Hours tracking with visual budgeting and automated Outlook reporting complete the project management loop.

Tech Stack

Python 3.10+TkinterPandasOpenPyXLGoogle Cloud Vision APIWin32 COMPostgreSQLSupabase

Key Features

AI-Powered OCR Scanning
Standalone Desktop App
API Integration (Google Cloud Vision)
ISO Traceability & Consolidation
Hours & Budget Control
Outlook Email Integration

Results

-65%
Admin Overhead

What took a day now takes minutes with AI-powered scanning

100%
Audit Compliance

Complete traceability chain for ISO certification

95%+
OCR Accuracy

Fuzzy matching handles handwritten welder IDs and heat numbers