Bidirectional Data Flow with Automated Decision-Making and Interactive Analytics

← Return to all Whitepapers

What you'll learn

A platform-based approach that provides scalability and flexibility via cloud-native architecture and step-by-step automation:

  • API connectivity enables seamless interaction between informatics systems and instruments
  • Experimental data is automatically collected, harmonized, and prepared for query 
  • Complex, multi-step processes are triggered to expedite workflows and provide a continuous experiment design feedback loop
  • Near-real-time results allow for advanced data science, like AI/ML and other computation, to be applied at any step of the end-to-end data flow