While AI is evolving in Regulatory areas, the true machine learning aspects will take time where data volume is still not large enough (except for areas like Regulatory Intelligence). MakroCare successfully applied this to few areas where text and documents are heavily involved. Coming to Automation, We Successfully adapted to several functions and processes.
REGai is our proprietary platform that automates several processes in Reg Affairs, Reg Ops, Regulatory Writing and CMC functions. This platform uses a combination of domain-specific functional knowledge, business rules, NLP, NLG and BPM for effective workflows. It also connects to other 3rd party systems like SAP, RIM, Document management systems, Change Control, and LIMS.
While several pilots are ongoing, some of the below projects delivered successfully to clients are gaining higher efficiency and productivity currently:
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