~/talk

Alisa AI: Future-Proofing Your Business with Demand Forecasting

Talkat DSC Europe 24 · 2024-11-18..11-22· [machine-learning, data-engineering]
links:none on file
slides:none on file

BE-terna’s Alisa AI claims to replace manual planning by connecting to ERPs and running ML forecasts at the SKU level with features for promotions, substitutions, weather and competition, plus similarity-based cold‑start for new items. It forecasts at SKU daily/weekly/monthly, returns order recommendations and safety stocks overnight, and schedules manufacturing with genetic algorithms. Real deployments cut a two‑day manual transfer task to ~10 seconds and avoided purchasing an extra production machine.

AI-written summary · about

  1. 0:00Alisa AI and demand forecasting
  2. 2:55Supply chain challenges
  3. 6:08Demand forecasting importance
  4. 8:12Machine learning for forecasting
  5. 10:40Data prep and features
  6. 14:09Automating with Alisa AI
  7. 17:17Daily planner workflow
  8. 20:35Key benefits of Alisa AI
  9. 24:50Success stories
  10. 25:53Q&A
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