Predictive Social Sustainability Compliance (PSSC)
Managing social sustainability risk of supply chain through predictive recommendation system on social compliance
What:
The predictive social sustainability compliance is an application to help members managing the social risk of the producers in the entire supply chain. Use the newest technology in artificial intelligence using machine learning approach to create an algorithm to predict social sustainability compliance for each individual producer based on several relevant questions.
Capabilities:
• Predict the social compliance of individual producers based on BSCI 2.0 methodology
• Recommend the audit timing related to the possible social risk compliance
• Rank the producer’s social compliance risk
Benefits:
• Manage the social sustainability risk of individual producers in the supplier selection process
• Assess the producer’s social compliance before the actual audit is conducted
• Extend the reach beyond tier-1 producers to assess the social risk in the entire supply chain
How:
• The convincing accuracy of prediction over 80%
• Selected relevant 15 questions about the individual producers
• Two possible outcome of the prediction, either “A,B,C” or “D,E”
• The social risk compliance calculation based on the probability of prediction result for each outcome
• The automatic recommendation on the timing of audit to reduce the social risk of producer’s engagement
• The producers rank for each two possible outcomes where the less riskier producers come on the top list