One of the world’s largest pharmaceutical company.
With increasing complexity, velocity, and volatility in today’s markets, predicting drugs’ future demand is getting more difficult every year. Changing government policies and regulations can change drug sales in different geographies. The client was looking for a solution to deal with below challenges:
Mphasis' solution utilizes ML pipeline built on AWS cloud, using Amazon Sagemaker and leveraging additional AWS services such as Amazon API Gateway, AWS Lambda, Amazon S3 Bucket, Amazon Redshift, AWS CloudTrail, AWS IAM. The solution classifies the global portfolio of SKUs into different category based upon their demand patterns. We helped with -