COMPLETE INSTALLATION AND SETUP GUIDE FOR AI-BLOCKCHAIN DOCUMENT VERIFICATION SYSTEM

PREREQUISITES INSTALLATION:

1. Python 3.10 or Higher Installation:
   - Download from python.org/downloads
   - Run installer with "Add Python to PATH" option enabled
   - Verify installation: Open Command Prompt and type "python --version"

2. Node.js 18 or Higher Installation:
   - Download LTS version from nodejs.org
   - Run installer with default settings
   - Verify installation: Type "node --version" and "npm --version" in Command Prompt

3. Ganache Local Blockchain Installation:
   - Download Ganache from trufflesuite.com/ganache
   - Install and launch application
   - Click "Quickstart" to create local Ethereum blockchain
   - Default RPC Server runs at http://127.0.0.1:7545

4. Tesseract OCR Installation (Required for Image Text Extraction):
   - Download Windows installer from github.com/UB-Mannheim/tesseract/wiki
   - Run installer and note installation path
   - During installation, check "Add to PATH" option
   - Default path: C:\Program Files\Tesseract-OCR
   - Verify installation: Type "tesseract --version" in Command Prompt

5. Poppler Installation (Required for PDF Processing):
   - Download latest release from github.com/oschwartz10612/poppler-windows/releases
   - Extract ZIP file to C:\Program Files\poppler
   - Add bin folder to System PATH: C:\Program Files\poppler\bin
   - To add to PATH: Search "Environment Variables" > System Properties > Environment Variables > Path > New > Add poppler bin path

PROJECT SETUP STEPS:

Step 1 - Extract and Navigate to Project:
   - Extract downloaded project ZIP file
   - Open Command Prompt or PowerShell
   - Navigate to project folder: cd path\to\project\folder

Step 2 - Install Python Dependencies:
   - Run command: pip install -r requirements.txt
   - This installs Django, Web3.py, Pillow, pytesseract, pdf2image, and other required packages
   - Wait for all packages to download and install

Step 3 - Database Configuration:
   - Run command: python manage.py migrate
   - This creates SQLite database and necessary tables
   - You should see "Running migrations..." output with OK status

Step 4 - Configure Ganache Blockchain:
   - Open Ganache application
   - Click "Quickstart" if not already running
   - Note the RPC Server address (usually http://127.0.0.1:7545)
   - Select first account (Index 0) from accounts list
   - Copy the account address (starts with 0x)
   - Click key icon next to account to view private key
   - Copy the private key

Step 5 - Update Environment Variables:
   - Open .env file in project root folder using text editor
   - Update GANACHE_RPC_URL with your RPC server address
   - Update GANACHE_ACCOUNT_ADDRESS with copied account address
   - Update GANACHE_PRIVATE_KEY with copied private key
   - Save the .env file

Step 6 - Deploy Smart Contract:
   - Navigate to contracts folder: cd contracts
   - Install Node.js dependencies: npm install
   - Deploy contract to Ganache: npx hardhat run scripts/deploy.js --network ganache
   - Copy the deployed contract address from output (example: DocumentRegistry deployed to: 0xaF1...)
   - Return to project root: cd ..

Step 7 - Update Contract Address:
   - Open .env file again
   - Update CONTRACT_ADDRESS field with deployed contract address
   - Save the .env file

Step 8 - Start Django Development Server:
   - Ensure you are in project root directory
   - Run command: python manage.py runserver
   - Server starts at http://127.0.0.1:8000
   - If you updated .env while server was running, stop server (Ctrl+C) and restart

Step 9 - Access Web Interface:
   - Open web browser
   - Navigate to http://127.0.0.1:8000
   - You will see the document verification dashboard

USAGE WORKFLOW:

Document Upload Process:
   - Click "Upload" in navigation menu
   - Select image file (PNG, JPG, JPEG) or PDF document
   - Click "Upload and Analyze" button
   - System performs AI forgery detection analysis
   - OCR extracts text content from document
   - Document hash is generated using SHA-256
   - Hash is registered on Ganache blockchain via smart contract
   - Registration confirmation displays with blockchain transaction ID

Document Verification Process:
   - Click "Verify" in navigation menu
   - Upload same document that was previously registered
   - System generates hash of uploaded document
   - Hash is checked against blockchain registry
   - Verification result shows if document is authentic
   - Displays original registration timestamp and blockchain address

TROUBLESHOOTING COMMON ISSUES:

Issue: Contract Not Loaded Error
Solution: Ensure CONTRACT_ADDRESS in .env file is updated with deployed contract address. Restart Django server after updating .env file.

Issue: OCR Error or Unable to Get Page Count
Solution: Verify Tesseract and Poppler are installed correctly and added to System PATH. Restart Command Prompt after PATH changes. Try uploading PNG image instead of PDF.

Issue: Blockchain Disconnected Error
Solution: Ensure Ganache application is running. Verify GANACHE_RPC_URL in .env matches Ganache RPC server address. Check Windows Firewall is not blocking localhost connections.

Issue: Module Not Found Errors
Solution: Ensure all Python dependencies are installed using pip install -r requirements.txt. Verify you are using correct Python version (3.10+).

Issue: Smart Contract Deployment Fails
Solution: Ensure Ganache is running before deployment. Verify hardhat.config.js has correct Ganache URL. Check account has sufficient ETH balance in Ganache.

Issue: Port Already in Use (8000)
Solution: Either stop other application using port 8000 or run Django on different port: python manage.py runserver 8080

SYSTEM REQUIREMENTS:
   - Operating System: Windows 10/11, macOS, or Linux
   - RAM: Minimum 4GB, Recommended 8GB
   - Storage: Minimum 2GB free space
   - Internet: Required for initial dependency downloads
   - Browser: Chrome, Firefox, Edge (latest versions)

IMPORTANT NOTES:
   - Always keep Ganache running while using the application
   - Restart Django server after any .env file changes
   - Document hashes are stored permanently on blockchain
   - Each registration consumes gas from Ganache account
   - SQLite database stores local document metadata
   - Backup .env file securely as it contains private keys

<div class="project-description">
  <section class="overview">
    <h2>Complete AI-Blockchain Document Verification System for Final Year Projects</h2>
    <p>This production-ready document verification system represents the perfect blend of <a href="https://projects.codeaj.com/category/ai-ml/">artificial intelligence</a> and <a href="https://projects.codeaj.com/category/blockchain/">blockchain technology</a>, designed specifically for students seeking innovative <a href="https://projects.codeaj.com/final-year-projects/">final year project</a> solutions. The system provides enterprise-grade document authentication capabilities using Ethereum smart contracts and AI-powered forgery detection algorithms.</p>
  </section>

  <section class="key-features">
    <h3>Advanced Project Features</h3>
    <ul>
      <li><strong>AI-Powered Forgery Detection:</strong> Sophisticated <a href="https://projects.codeaj.com/category/ai-ml/">machine learning algorithms</a> analyze uploaded documents to detect tampering, modifications, and potential forgeries with high accuracy rates.</li>
      <li><strong>Blockchain Registration:</strong> Immutable document hash storage on Ethereum blockchain using Solidity smart contracts, ensuring permanent proof of authenticity and timestamp verification.</li>
      <li><strong>OCR Text Extraction:</strong> Integrated Tesseract OCR engine extracts text from images and PDFs, enabling searchable document archives and content analysis.</li>
      <li><strong>Multi-Format Support:</strong> Handles PNG, JPG, JPEG image formats and PDF documents with automatic format detection and processing.</li>
      <li><strong>Instant Verification System:</strong> Quick document authenticity checks by comparing uploaded files against blockchain-registered hashes.</li>
      <li><strong>Local Blockchain Environment:</strong> Complete Ganache integration for development and testing without requiring mainnet deployment costs.</li>
      <li><strong>Secure Hash Generation:</strong> SHA-256 cryptographic hashing ensures unique document fingerprints that cannot be reverse-engineered.</li>
      <li><strong>Web3 Integration:</strong> Full Web3.py implementation for seamless Python-Ethereum blockchain communication.</li>
      <li><strong>Django Backend Architecture:</strong> Robust MVC framework with organized models, views, and services for scalable application development.</li>
      <li><strong>Modern Dark Theme UI:</strong> Professional responsive interface with intuitive navigation and real-time status updates.</li>
    </ul>
  </section>

  <section class="real-world-applications">
    <h3>Real-World Applications</h3>
    <ul>
      <li><strong>Educational Institutions:</strong> Universities and colleges can verify academic certificates, degree documents, and transcripts to prevent credential fraud. Similar to our <a href="https://projects.codeaj.com/projects/college-ai-chatbot/">College AI Chatbot</a> and <a href="https://projects.codeaj.com/projects/student-management-system-django/">Student Management System</a>, this system enhances educational technology infrastructure.</li>
      <li><strong>Government Agencies:</strong> Authentication of official documents, identity cards, and legal certificates with tamper-proof blockchain records.</li>
      <li><strong>Corporate HR Departments:</strong> Employment verification systems for validating candidate credentials and work experience documents. Works alongside <a href="https://projects.codeaj.com/projects/ai-powered-resume-screening-candidate-ranking-sys/">AI-Powered Resume Screening</a> tools.</li>
      <li><strong>Legal Industry:</strong> Law firms can register and verify contracts, affidavits, and legal documentation with blockchain-backed proof.</li>
      <li><strong>Healthcare Sector:</strong> Medical certificate verification, prescription authentication, and patient record management systems. Complements projects like <a href="https://projects.codeaj.com/projects/hospital-management-system/">Hospital Management System</a> and <a href="https://projects.codeaj.com/projects/health-assistance-medical-record-management/">Health Assistance Medical Record Management</a>.</li>
      <li><strong>Insurance Companies:</strong> Policy document verification and claims processing with fraud detection capabilities, similar to our <a href="https://projects.codeaj.com/projects/medicost-predictor-ai-powered-medical-insurance-cost-estimation-system/">MediCost Predictor</a> system.</li>
      <li><strong>Banking and Finance:</strong> KYC document verification, loan application processing, and financial certificate authentication.</li>
      <li><strong>E-Governance Projects:</strong> Digital India initiatives requiring secure document management and verification infrastructure.</li>
    </ul>
  </section>

  <section class="technical-architecture">
    <h3>Technical Architecture and Implementation</h3>
    <p>The system follows a three-tier architecture design pattern combining frontend presentation, backend business logic, and <a href="https://projects.codeaj.com/category/blockchain/">blockchain</a> persistence layers. The Django framework handles HTTP requests and orchestrates communication between the AI engine and blockchain service modules.</p>
    <p>Document processing begins when users upload files through the web interface. The <a href="https://projects.codeaj.com/category/ai-ml/">AI engine</a> module performs optical character recognition using Tesseract for text extraction, followed by forgery analysis algorithms that examine document metadata, pixel patterns, and structural integrity. This approach is similar to our <a href="https://projects.codeaj.com/projects/ai-image-forgery-detection-system-deep-learning/">AI Image Forgery Detection System</a>. Simultaneously, a SHA-256 hash is generated and sent to the Ethereum smart contract deployed on the Ganache local blockchain.</p>
    <p>The Solidity smart contract implements document registry functionality with mapping structures that store document hashes, registration timestamps, and uploader addresses. Web3.py library facilitates transaction signing using private keys and handles gas estimation for contract interactions. All blockchain transactions are recorded immutably, creating an auditable trail of document registrations. For those interested in blockchain applications, explore our <a href="https://projects.codeaj.com/projects/medicine-supply-chain-management-blockchain/">Medicine Supply Chain Management Blockchain</a> and <a href="https://projects.codeaj.com/projects/organ-donation-platform-using-blockchain/">Organ Donation Platform using Blockchain</a> projects.</p>
  </section>

  <section class="learning-outcomes">
    <h3>Learning Outcomes for Final Year Students</h3>
    <ul>
      <li>Master <a href="https://projects.codeaj.com/category/blockchain/">blockchain development</a> with Solidity smart contracts and Ethereum ecosystem tools</li>
      <li>Implement <a href="https://projects.codeaj.com/category/ai-ml/">artificial intelligence algorithms</a> for image processing and forgery detection</li>
      <li>Build <a href="https://projects.codeaj.com/category/web-development/">full-stack web applications</a> using Django framework and modern frontend technologies</li>
      <li>Understand cryptographic concepts including hashing, digital signatures, and secure key management, similar to our <a href="https://projects.codeaj.com/projects/image-steganography-aes-256-encryption-final-year/">Image Steganography AES-256 Encryption</a> project</li>
      <li>Deploy and interact with smart contracts using Hardhat development environment</li>
      <li>Integrate OCR technologies for document text extraction and processing</li>
      <li>Develop production-ready applications with proper error handling and user feedback systems</li>
      <li>Implement Web3 integration patterns for decentralized application development</li>
    </ul>
  </section>

  <section class="project-deliverables">
    <h3>Complete Project Package Includes</h3>
    <ul>
      <li>Fully functional source code with detailed inline comments and documentation</li>
      <li>Solidity smart contract with comprehensive deployment scripts</li>
      <li>Django application with organized MVC architecture and reusable components</li>
      <li>Pre-configured Ganache blockchain setup instructions</li>
      <li>Requirements.txt with all Python dependencies and version specifications</li>
      <li>Frontend templates with responsive dark theme design</li>
      <li>Environment configuration files and setup guidelines</li>
      <li>Testing scripts for contract deployment and functionality verification</li>
      <li>Troubleshooting guide for common setup and runtime issues</li>
      <li>Project demonstration video and presentation materials</li>
    </ul>
  </section>

  <section class="why-choose">
    <h3>Why Choose This Final Year Project</h3>
    <p>This AI-blockchain document verification system stands out as an exceptional <a href="https://projects.codeaj.com/final-year-projects/">final year project</a> choice due to its combination of cutting-edge technologies and practical real-world applications. The project demonstrates mastery of multiple advanced domains including <a href="https://projects.codeaj.com/category/blockchain/">blockchain development</a>, <a href="https://projects.codeaj.com/category/ai-ml/">artificial intelligence</a>, <a href="https://projects.codeaj.com/category/web-development/">web development</a>, and <a href="https://projects.codeaj.com/category/cyber-security/">cryptography</a>.</p>
    <p>The implementation showcases problem-solving abilities by addressing the critical challenge of document fraud, a pressing issue affecting educational institutions, government agencies, and businesses worldwide. The use of immutable blockchain technology provides a future-proof solution that aligns with industry trends toward decentralization and transparency.</p>
    <p>From an academic perspective, this project offers extensive scope for <a href="https://projects.codeaj.com/publish-research-paper/">research paper development</a>, covering topics such as blockchain security, AI-driven fraud detection, cryptographic hashing algorithms, and distributed ledger applications. The interdisciplinary nature ensures engagement with faculty members from computer science, information security, and emerging technology departments. Check out our <a href="https://projects.codeaj.com/success-stories/">success stories</a> from students who have completed similar projects.</p>
  </section>

  <section class="customization-support">
    <h3>Available Customization and Support Services</h3>
    <p>CodeAj Marketplace provides comprehensive <a href="https://projects.codeaj.com/services/">support services</a> to ensure successful project implementation and submission. Our expert team assists with custom feature additions, technology stack modifications, and specific institutional requirements through our <a href="https://projects.codeaj.com/mentorship/">mentorship program</a>.</p>
    <p>Services include complete <a href="https://projects.codeaj.com/project-setup/">project setup assistance</a>, detailed source code walkthroughs, custom project report generation, research paper writing, and professional presentation preparation. We ensure you understand every aspect of the implementation, enabling confident project demonstrations and viva voce sessions. Explore our <a href="https://projects.codeaj.com/projects/">complete project catalog</a> or use our <a href="https://projects.codeaj.com/project-finder/">project finder</a> tool to discover more innovative solutions. For any queries, feel free to <a href="https://projects.codeaj.com/contact/">contact us</a>.</p>
  </section>

  <section class="related-projects">
    <h3>Explore Related Projects</h3>
    <p>Students interested in this AI-blockchain verification system might also find value in exploring our other innovative projects:</p>
    <ul>
      <li><a href="https://projects.codeaj.com/projects/signature-verification-system-deep-learning/">Signature Verification System using Deep Learning</a> - Advanced biometric authentication</li>
      <li><a href="https://projects.codeaj.com/projects/phishing-website-detection-web-app/">Phishing Website Detection Web App</a> - <a href="https://projects.codeaj.com/category/cyber-security/">Cybersecurity</a> fraud prevention</li>
      <li><a href="https://projects.codeaj.com/projects/fake-android-app-detection/">Fake Android App Detection</a> - Mobile security solution</li>
      <li><a href="https://projects.codeaj.com/projects/ai-based-plagiarism-analyzer-python-project/">AI-Based Plagiarism Analyzer</a> - Academic integrity tool</li>
      <li><a href="https://projects.codeaj.com/projects/secure-file-vault/">Secure File Vault</a> - Encrypted storage system</li>
    </ul>
    <p>Browse more <a href="https://projects.codeaj.com/category/cyber-security/">cybersecurity projects</a>, <a href="https://projects.codeaj.com/category/blockchain/">blockchain applications</a>, and <a href="https://projects.codeaj.com/category/ai-ml/">AI/ML solutions</a> to find the perfect match for your academic requirements.</p>
  </section>
</div>

Complete AI-powered blockchain document verification system for final year projects. Features Ethereum smart contracts, forgery detection, OCR text extraction, and tamper-proof registration. Includes Django backend, Solidity contracts, and full source code. Perfect for CSE final year projects.

AI Blockchain Document Verification System | Final Year Project with Source Code

Professional document verification system combining artificial intelligence forgery detection with Ethereum blockchain technology. Features OCR text extraction, tamper-proof registration, and instant verification for academic certificates, legal documents

Complete AI-powered blockchain document verification system combining artificial intelligence forgery detection with Ethereum smart contracts for tamper-proof document registration and verification.

AI-Powered Blockchain Document Verification System

CodeAj Marketplace

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Production-ready document verification system with AI forgery detection and Ethereum blockchain integration. Perfect for final year computer science students seeking innovative blockchain and artificial intelligence project solutions.

AI Blockchain Document Verification Final Year Project

Learn to build enterprise-grade document verification systems using artificial intelligence and blockchain technology. Includes complete source code, setup guidance, and implementation support.

AI Blockchain Document Verification System Implementation

Step-by-step guide to implementing document verification system with AI forgery detection and Ethereum blockchain integration for final year projects.

How to Build AI Blockchain Document Verification System

Install Prerequisites

Install Python, Node.js, Ganache, Tesseract OCR, and Poppler on your system.

Setup Project Environment

Install Python dependencies using requirements.txt and run database migrations.

Configure Blockchain

Start Ganache local blockchain and configure RPC URL, account address, and private key in environment variables.

Deploy Smart Contract

Deploy DocumentRegistry Solidity smart contract to Ganache using Hardhat deployment scripts.

Launch Application

Start Django development server and access web interface for document upload and verification.

Python 3.10+

Node.js 18+

Ganache Blockchain

Tesseract OCR

The project uses Django and Python for backend, Solidity for smart contracts, Ethereum blockchain with Ganache for local development, Web3.py for blockchain interaction, Tesseract OCR for text extraction, and modern HTML/CSS/JavaScript for frontend interface.

What technologies are used in this blockchain document verification project?

Yes, this AI blockchain document verification system is perfect for final year CSE and IT students. It covers advanced topics including blockchain development, artificial intelligence, cryptography, and full-stack web development with complete source code and documentation.

Is this suitable for final year computer science projects?

CodeAj Marketplace provides project setup assistance, detailed source code explanations, custom project reports, research paper writing, PPT creation, and idea implementation for custom modifications. We ensure complete understanding for successful project demonstration.

What support services does CodeAj provide with this project?

Yes, the project includes comprehensive installation guide, troubleshooting documentation, and detailed code comments. CodeAj also provides custom project report generation service tailored to your university requirements with proper formatting and citations.

Does this project include documentation and project report?

Download complete AI-powered blockchain document verification system for final year projects. Features Ethereum smart contracts, AI forgery detection, OCR, and tamper-proof registration with full source code.

AI Blockchain Document Verification System for Final Year Projects

AI Blockchain Document Verification System | CodeAj Final Year Projects

Premier marketplace for final year projects with source code, pre-built project reports, and custom implementation services for computer science students.

# Prerequisites
- Install Node.js and npm
- Install Git
- Install Truffle globally: 
  npm install -g truffle

# Ganache Setup
- Download Ganache GUI from: https://trufflesuite.com/ganache/
- Create a new workspace and add the truffle-config.js file

# Clone Project
- Extract the project zip
- Open terminal and navigate to: 
  cd organ-donation-platform/app
- Install dependencies:
  npm install

# Deploy Smart Contracts
truffle compile
truffle migrate

# Run Server
npm run dev
# Access App at:
http://localhost:8080/

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<p>The <strong>Medicine Supply Chain Management</strong> project is an innovative solution that integrates <strong>Blockchain</strong> and <strong>AI</strong> to address the issues of counterfeit drugs and tampered supply chains. By leveraging the power of decentralization and transparency of <a href="https://projects.codeaj.com/category/blockchain/">blockchain technology</a>, we can ensure the safe distribution of medicines across the entire supply chain. The solution includes a <strong>Rasa chatbot</strong> for ordering and tracing medicines, and a decentralized application (DApp) built using the <strong>React Framework</strong>, which connects to the blockchain via <strong>Web3.js</strong> and <strong>Truffle</strong>.</p>

<h2>Motivation:</h2>
<p>Counterfeit drugs present a significant threat to the global healthcare system. The lack of transparency and difficulty in tracing products in the current system make it hard for consumers and pharmacies to trust the source of the medicines they purchase. Our motivation is to solve this problem by using blockchain technology, which allows for secure and traceable transactions, making it easier to track the origin and movement of drugs within the supply chain.</p>

<h2>Solution Overview:</h2>
<p>The solution we propose combines two advanced technologies: <strong>Blockchain</strong> and <strong>Artificial Intelligence (AI)</strong>. Blockchain enables decentralized, transparent, and immutable records for all transactions between supply chain participants, while <a href="https://projects.codeaj.com/category/ai-ml/">AI</a> enhances pharmacology and helps provide better customer service. The combination of these technologies guarantees a safer and more trustworthy medicine distribution system.</p>

<h2>Project Features:</h2>
<ul>
    <li><strong>Blockchain Integration:</strong> Smart contracts are used to record and trace the entire transaction history of medicines across the supply chain, ensuring transparency and authenticity.</li>
    <li><strong>AI-Enhanced Pharmacology:</strong> The AI-powered system offers enhanced customer service and blockchain-based medical intelligence.</li>
    <li><strong>Rasa Chatbot Integration:</strong> The <a href="https://projects.codeaj.com/projects/hotel-reservation-chatbot/">chatbot</a> is integrated into a <strong>Flutter</strong> app to allow users to order medicines and trace their origin.</li>
    <li><strong>DApp Development:</strong> A decentralized application built using the <strong>React Framework</strong> enables users to interact with the blockchain and track their medicines seamlessly.</li>
    <li><strong>Web3.js and Truffle Framework:</strong> These technologies connect the DApp to the blockchain, enabling secure transactions and interactions.</li>
    <li><strong>Smart Contracts Deployment:</strong> The smart contracts are deployed on a local blockchain using <strong>Ganache</strong>, ensuring that transactions are secure and verifiable.</li>
</ul>

<h2>Applications:</h2>
<ul>
    <li><strong>Counterfeit Drug Prevention:</strong> By ensuring the traceability and transparency of drugs, counterfeit drugs can be easily identified and eliminated from the supply chain.</li>
    <li><strong>Supply Chain Management:</strong> The blockchain records every transaction and movement of medicines, improving transparency and trust among stakeholders.</li>
    <li><strong>Customer Service Improvement:</strong> AI enhances customer experience by providing personalized recommendations, medicine traceability, and easy access to medical information.</li>
    <li><strong>Blockchain-Based Credit Evaluation:</strong> The blockchain also helps enhance credit evaluation in the supply chain, ensuring reliable transactions between buyers and suppliers.</li>
</ul>

<h2>Technology Stack:</h2>
<ul>
    <li><strong>Backend:</strong> Blockchain (Smart Contracts), AI, Python, Rasa</li>
    <li><strong>Frontend:</strong> React, Flutter</li>
    <li><strong>Blockchain Interaction:</strong> Web3.js, Truffle, Ganache</li>
    <li><strong>Database:</strong> Local Blockchain (Ganache), Smart Contracts</li>
</ul>

<p>This <a href="https://projects.codeaj.com/final-year-projects/">final year project</a> offers a highly secure and innovative solution for managing the pharmaceutical supply chain, leveraging the latest advancements in blockchain and AI to address pressing issues such as counterfeit drugs and supply chain tampering. Explore more <a href="https://projects.codeaj.com/projects/">innovative projects</a> in our catalog.</p>

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A blockchain-based medicine supply chain system using AI and smart contracts to ensure the safe and transparent distribution of medical drugs, preventing counterfeit drugs and enabling secure transactions across the supply chain.

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