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As Belcorp considered the difficulties it faced, the R&D division noted it could significantly expedite time-to-market and increase productivity in its product development process if it could shorten the timeframes of the experimental and testing phases in the R&D labs.
Historic data analysis – Data stored in Amazon S3 can be queried to satisfy one-time audit or analysis tasks. Eventually, this data could be used to train ML models to support better anomaly detection. Zurich has done testing with Amazon SageMaker and has plans to add this capability in the near future.
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