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2026-05-22 09:58:38 +00:00

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V-Aguatech Automatic Technical Report Generator


Overview

V-Aguatech is a desktop application developed in Python for the automatic generation of technical inspection reports in Microsoft Word format.

The platform was designed to streamline field inspection workflows by allowing investigators and technicians to:

  • Fill structured inspection data
  • Attach photographs
  • Document applied inspection techniques
  • Register participants during inspections
  • Automatically generate professional DOCX reports from templates

The application uses a dynamic Word template system with automatic placeholder replacement and image insertion.


Main Features

Automatic DOCX Report Generation

  • Dynamic placeholder replacement
  • Automatic generation of timestamped reports
  • Structured technical documentation

Image Processing

  • Single image insertion
  • Multiple image insertion
  • Automatic image conversion to PNG
  • Automatic image resizing inside reports

Technical Inspection Management

The system allows the user to document:

  • Visual inspection techniques
  • Humidity measurements
  • Thermal camera inspections
  • Endoscopic camera analysis
  • Pressure testing
  • Color dye testing
  • Obstruction testing

Each technique supports:

  • Description field
  • Multiple attached photographs

Presence Registration

The application supports recording:

  • Insured individuals
  • Injured parties
  • Other participants

Including:

  • Names
  • Statements
  • Presence tracking during inspections

Technologies Used

Technology Purpose
Python Main programming language
Tkinter Desktop graphical interface
python-docx Microsoft Word manipulation
Pillow (PIL) Image processing
io / tempfile Temporary image stream handling

Project Structure

.
├── vaguatechrelatorios_VF1.py
├── Corpus.docx
├── README.md

Requirements

Python Version

Python 3.10+

Required Libraries

Install dependencies:

pip install python-docx pillow

Running the Application

Execute:

python vaguatechrelatorios_VF1.py

Required Template

The application requires the following template file in the same directory:

Corpus.docx

This template contains placeholders used for automatic replacement.


Supported Placeholders

Text Placeholders

Placeholder Description
{{nproc}} Process number
{{segurado}} Insured person
{{comp}} Insurance company
{{terceiro}} Third party
{{data}} Inspection date
{{local da visita}} Inspection location
{{descriçãoimovel}} Property description
{{anoconstr}} Construction year
{{descricao}} Inspection description
{{area}} Area inspected

Image Placeholders

Placeholder Description
{{foto1}} Main inspection image
{{foto2}} Multiple inspection images

Technical Sections

Placeholder Description
{{tecnicasutilizadas}} Inspection techniques
{{iniciopesquisa}} Initial investigation methods
{{metodosutilizados}} Combined methods list

Generated Output

Reports are automatically generated with timestamp naming:

YYYY-MM-DD_HH-MM-SS.docx

Example:

2026-05-21_15-30-00.docx

User Interface

The application provides:

  • Structured inspection form
  • Dynamic participant management
  • Multi-image selection
  • Technique management windows
  • Automatic validation popups
  • Error handling interface

Error Handling

The application automatically handles:

  • Missing templates
  • Invalid image formats
  • Missing placeholders
  • DOCX generation failures

Main Functionalities

Automatic Image Conversion

All images are automatically converted to PNG streams before insertion into Word documents.


Dynamic Report Sections

The system dynamically builds:

  • Participant summaries
  • Technical method sections
  • Inspection conclusions
  • Multi-image layouts

Intended Use Cases

  • Insurance inspections
  • Technical damage assessments
  • Building inspections
  • Water damage investigations
  • Field technical reports
  • Evidence documentation

Future Improvements

  • PDF export
  • Database integration
  • Digital signatures
  • Multi-user system
  • Cloud synchronization
  • OCR integration
  • AI-assisted report writing

Disclaimer

This software is intended for technical documentation and inspection support purposes.

Users remain responsible for validating generated reports before official submission.


Author

José Garcia Data Scientist PhD Researcher Digitalization Engineering