Automated Device Labeling Compliance Verification
For medical device manufacturers managing labeling across 50+ markets. Verify label compliance automatically. 99% accuracy, 70% faster regulatory review.
Medical device regulatory affairs teams and labeling specialists managing multi-market compliance for Class I-III devices
Different markets require different labeling (EU MDR, FDA, Health Canada, TGA). Manual verification across thousands of label variants is error-prone and time-consuming
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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
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 requirementsawait 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...}});
Analyze Labels
Process labels for compliance verification
// Verify label complianceasync 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};}
Track Across Product Portfolio
Monitor compliance across all products and markets
// Get portfolio compliance statusasync 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
Related Resources
Related Comparisons
Ready to Implement This Use Case?
Our team can help you get started with Automated Device Labeling Compliance Verification in your organization.
