Leveraging HuginExpert and AI techniques
Combined Bayeseian Network and AI inference engines for Expert Systems.
To build Intelligent Application Frameworks that pragmatically embrace AI techniques and technology to create mission-critical, scalable and reliable transactional application systems, Dynasty uses Bayesian technology from HuginExpert to enable powerful decision-support frameworks that are easy to use, flexible, and scalable. Using the most mathematically sound principles (uncertainty and belief networks) as well as the most up to date statistics for decision making.
Bayesian Neural Networks
Graphical Modeling
Dynasty has chosen Bayesian Networks as a graphical modeling tool which organizes the knowledge about a domain into a network of causes and effects between key variables. For each variable associated with a cause, probability is used to specify the extent that one variable affects the other. Bayesian Networks can operate with multiple sources of information operational analytics.
Belief & Causal Networking
Data Modeling & Inference
Dynasty utilize Bayesian Networks because they are not dependent on having all information about a problem in order to effectively model it. All variables in a network are encoded with probability. Dynasty leverages the Bayesian Networks for their efficiency in modeling complex areas in which sound analysis is needed, but where uncertainty exists.
Predictive Analytics
Transactional Data Insights
Predictive Analytics can improve the performance with powerful capabilities for visual analysis, discovery, reporting, and forecasting. The Bayesian Neural components can rapidly process the decision-support and augment the performance by integrating AI components and intuitive customizable modules for the analysis processing.