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    Intermediate
    Medical Device
    9 min read

    Automated Device Labeling Compliance Verification

    For medical device manufacturers managing labeling across 50+ markets. Verify label compliance automatically. 99% accuracy, 70% faster regulatory review.

    Who It's For

    Medical device regulatory affairs teams and labeling specialists managing multi-market compliance for Class I-III devices

    Problem Solved

    Different markets require different labeling (EU MDR, FDA, Health Canada, TGA). Manual verification across thousands of label variants is error-prone and time-consuming

    Why Mixpeek

    99% compliance verification accuracy, 70% faster regulatory review, and automatic tracking of requirement changes across markets

    Overview

    Medical device labeling must comply with complex, varying requirements across global markets. This use case shows how Mixpeek automates compliance verification.

    Challenges This Solves

    Multi-Market Requirements

    Different symbol sets, languages, and content requirements per market

    Impact: Manual verification cannot scale across all label variants

    Frequent Updates

    Regulations change, requiring label updates across product lines

    Impact: Risk of non-compliance during transition periods

    Symbol Verification

    Correct safety and regulatory symbols required

    Impact: Wrong symbols can result in market withdrawal

    Translation Accuracy

    Medical terminology must be translated precisely

    Impact: Translation errors create safety and compliance risks

    Implementation Steps

    Mixpeek analyzes device labels, IFUs, and packaging against regulatory requirements for each market, automatically flagging non-compliant elements

    1

    Configure Regulatory Requirements

    Define compliance rules for each target market

    import { Mixpeek } from 'mixpeek';
    const client = new Mixpeek({ apiKey: process.env.MIXPEEK_API_KEY });
    // Configure market-specific requirements
    await client.compliance.configureRules({
    rule_set: 'medical-device-labeling',
    markets: {
    'eu-mdr': {
    required_symbols: ['CE', 'UDI', 'manufacturer', 'single_use'],
    required_content: ['intended_use', 'warnings', 'contraindications'],
    languages: ['en', 'de', 'fr', 'it', 'es'],
    date_format: 'DD/MM/YYYY'
    },
    'fda-us': {
    required_symbols: ['manufacturer', 'lot_number', 'expiry'],
    required_content: ['indications', 'warnings', 'directions'],
    languages: ['en'],
    date_format: 'MM/DD/YYYY'
    }
    // Additional markets...
    }
    });
    2

    Analyze Labels

    Process labels for compliance verification

    // Verify label compliance
    async function verifyLabelCompliance(labelImageUrl: string, config: {
    product_id: string;
    target_markets: string[];
    label_type: 'primary' | 'secondary' | 'ifu';
    }) {
    const analysis = await client.compliance.verifyLabel({
    url: labelImageUrl,
    rule_set: 'medical-device-labeling',
    markets: config.target_markets,
    checks: [
    'required_symbols',
    'symbol_placement',
    'required_content',
    'language_completeness',
    'translation_accuracy',
    'date_format',
    'udi_format'
    ]
    });
    return {
    overall_status: analysis.compliant ? 'pass' : 'fail',
    market_results: analysis.by_market,
    issues_found: analysis.issues,
    recommendations: analysis.fixes
    };
    }
    3

    Track Across Product Portfolio

    Monitor compliance across all products and markets

    // Get portfolio compliance status
    async function getPortfolioCompliance() {
    const status = await client.compliance.getPortfolioStatus({
    rule_set: 'medical-device-labeling',
    group_by: ['product_family', 'market']
    });
    return {
    compliant_labels: status.compliant_count,
    non_compliant: status.non_compliant_count,
    by_market: status.market_breakdown,
    by_issue_type: status.issue_breakdown,
    upcoming_deadlines: status.requirement_changes
    };
    }

    Feature Extractors Used

    Retriever Stages Used

    Expected Outcomes

    99% accuracy in compliance verification

    Verification Accuracy

    70% faster regulatory review cycles

    Review Time

    50% more issues caught before submission

    Issue Detection

    100% of markets verified vs spot-checking

    Market Coverage

    90% reduction in labeling-related recalls

    Recall Prevention

    Frequently Asked Questions

    Ready to Implement This Use Case?

    Our team can help you get started with Automated Device Labeling Compliance Verification in your organization.