~/talk

Leveraging AI for Resilient Supply Chains

Talkat Conf42 DevSecOps 2024 · on Thursday, 2024-12-05· [machine-learning]
slides:none on file

Claims concrete gains: 60% forecast uplift, 20–30% inventory reduction and up to 95% order fill accuracy, tied to specific AI uses — demand sensing, cost-prediction models, master-data cleansing, supplier-network optimization, and anomaly/fraud detection. Examples mention cloud autoscaling, microservices data flows, generative tools like chat GPD for data summarization, and autonomous picking/packing pilots; transcript reports these approaches deployed in regulated manufacturing and logistics and framing a $184M disruption cost per org.

AI-written summary · about

  1. 0:00Introduction and Welcome
  2. 0:58Data Complexity in Modern Supply Chains
  3. 1:44Global Disruptions and AI Solutions
  4. 2:40AI's Role in Supply Chain Management
  5. 3:09Cost Management and Supplier Optimization
  6. 5:28Forecasting and Demand Planning
  7. 7:09Supply Chain Challenges
  8. 10:18AI Applications in Supply Chains
  9. 19:25Impact of AI on Supply Chain and Enterprise Operations
  10. 25:20Conclusion and Future Potential of AI
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