Blockchain-Based Cold Chain Verification
- November 18, 2025
Predictive Cold Chain Certification
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Type: AI/ML-enabled quality assurance
Concept:
- Predictive maintenance certification
- AI-driven temperature optimization
- Machine learning for quality prediction
- Digital twin cold chain modeling
Potential Standards:
- Algorithm transparency
- Prediction accuracy thresholds
- Integration with existing monitoring
- Human oversight requirements
Technology Maturity: Early stage, 3-5 year horizon