Products and Solutions

Products and Solutions

allow plans to catch up with changes

IP4CAST

Drug Prediction Model
  • Product overview

    Accurate prediction of clinical supply chain plans has been made available with IP4cast, combined with Monte Carlo algorithms, real study parameters, and tens of thousands of simulations. By leveraging machine deep learning algorithms to adjust clinical trial supply in real time, it integrates multiple parameters in clinical trials such as patient drop out, drug overtemperature, and expired recall. IP4cast maximizes drug utilization from planning to production , saving tens of millions of dollars in drug costs for sponsors.

  • Core highlights

    Million dollars saving in a single project
    +50% in cross-departmental collaboration
    +30% in supply drug chain efficiency
    Up to 90% in drug utilization rate

  • Core Strategic Partners

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    Contact Us

    bd@ishanhu.com 400-1616-835
    Contact us
    bd@ishanhu.com

    400-1616-835