National Science Foundation research grants encouraged us to tackle a very comprehensive solution even though that is much more difficult than the piecemeal solutions that most managers and engineers attempt. We iterated through designs over 10 years while using these designs actively to invest capital. Ultimately, we integrated “research management” with “statistical modeling.”
Our final patented design makes it practical to utilize Logical Graphical Models to organize research more scalably than with folders or tags and to translate it into Probabilistic Graphical Models, which then enable multiplying scenarios for strategic decisions’ impact without multiplying story-writing.
Logical Graphical Model
Probabilistic Graphical Model
Our innovative integration of these 2 types of Graphical Models runs in the cloud on a standards-compliant technology stack, with or without integration with Excel files from leaders’ teams.