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Project details

category:

AI & Machine Learning

client:

Medical Center

date:

October, 2023

estimation:

July, 2024

tech stack:

Google Cloud, Apps Script, Node.js, Python, Firebase

Project Overview

Our team developed an internal document analysis system using Google's Vertex AI platform, integrated with Google Workspace tools. This solution revolutionizes how pharmaceutical specialists analyze and organize product documentation and production processes, transforming decades of archived manufacturing records into clear, actionable insights.

The system leverages Vertex AI's powerful machine learning capabilities combined with Google Apps Script to process and analyze pharmaceutical documentation across Docs, Sheets, and Slides. We created custom workflows that automatically generate comprehensive reports and presentations about product specifications, manufacturing processes, and quality control procedures.

Challenges of the Project

The main challenge was processing and synthesizing decades of pharmaceutical documentation into clear, actionable insights. We needed to ensure the AI system could accurately analyze complex manufacturing terminology while maintaining the context and relationships between different production processes and product specifications.

Challenges:

Creating an efficient system that could process vast amounts of historical pharmaceutical documentation while ensuring the generated reports and presentations were both accurate and easily understandable for pharmaceutical specialists.

  • Processing decades of manufacturing documentation
  • Maintaining process and product relationships
  • Generating clear, actionable insights
  • Integrating with Google Workspace tools

Scope of Project

The primary goal was to help pharmaceutical specialists efficiently analyze and organize product documentation and manufacturing processes. The system processes decades of manufacturing records and automatically generates comprehensive reports, presentations, and insights that are easy to understand and share within the organization.

  • Automated analysis of manufacturing documentation
  • Generation of comprehensive product reports
  • Integration with Google Workspace tools
  • Custom process visualization

Automated Documentation Analysis

Processing decades of manufacturing records to generate clear, actionable insights and presentations about products and processes.

Google Workspace Integration

Seamless integration with Docs, Sheets, and Slides for efficient document processing and report generation.

Frequently asked questions

The system uses Vertex AI to analyze decades of manufacturing records, identifying patterns, relationships, and key information about products and processes. It then automatically generates comprehensive reports and presentations that highlight the most relevant information for pharmaceutical specialists.

The system can generate various types of reports including product specifications, manufacturing process documentation, quality control procedures, and comparative analyses. All reports are automatically created in Google Slides with clear visualizations and organized information.

Our system achieves high accuracy through specialized AI models and continuous validation by pharmaceutical specialists. The system maintains process and product relationships while processing the data, ensuring the generated insights are relevant to manufacturing operations.

The system uses Google Apps Script to seamlessly integrate with Docs, Sheets, and Slides. It can process manufacturing documents from Google Drive, analyze data in Sheets, and automatically generate reports in Slides, all while maintaining proper formatting and technical terminology.

We provide comprehensive training sessions to help pharmaceutical specialists effectively use the system. Our team is available for technical support and can customize the analysis and report templates to meet specific manufacturing and product documentation requirements.