Research
We collaborate with innovators and thought leaders across industries to identify the most pressing risk management problems and develop much needed solutions.
Current Areas of Research
What is Generative Intelligence?
Generative intelligence pairs human perception and decision making capabilities of artificial intelligence (AI) with the scientific disciplines of dynamic complexity and perturbation theory, supported by causal deconstruction, to create a systemic and iterative collection of rational and unbiased knowledge that exceeds human intelligence.
Dynamic Complexity in Healthcare
There is no doubt that the impact of dynamic complexity causes a great number of healthcare transformation project failures. Project outcomes are typically marred by costs that are several times higher than originally planned and significant project delays, which then further inflate the overall costs of the change program. In general, these problems are created when dynamic complexity is ignored during the business analysis phase that precedes information technology system transformation plans.
Reconstructing the 2007-2008 Financial Crisis
To analyze the root cause of the 2007-2008 financial crisis, we built a mathematical emulator that represented the financial market dynamics prior to the crash. This included the financial engines and dynamic flows among them and explicitly the dependencies on the internal structure and the external influencers that impact market performance.
Artificial Intelligence: Time to Move the Cursor
To thrive in world that is constantly morphing due to the acceleration of innovation and the velocity of disruption, we must move the AI cursor to generate a wider domain of intelligence.
Covid-19: Worldwide Viral Infection Model
Examining the benefits of using Universal Dynamic Engine (UDE)…
Identifying Cost Saving Opportunities in Healthcare
Using our X-Act OBC Platform technologies and optimal business control (OBC) methodologies, we were able to help the government reduce the cost of healthcare by 9% and have plans for an additional reduction of 10% through the smart use of a universal database.
Advancing Economic Forecasting and Risk Analysis Models to Meet Demands of the 4IR
Managing dynamic complexity will pave the way for a more prosperous…
Dynamic Complexity’s Role in 2007-2008 Financial Crisis
The real cause of the economic meltdown can be traced to intertwined financial domains, which generated considerable dynamic complexity that in turn made it difficult to determine the possible outcomes. There is no doubt that the subprime foreclosure rate started the domino effect, but had the degree of inter-domains dependency not pre-existed, then the effect on the market would have been much less severe.
Cancer Prediction is the Pathway to Prevention
Examining the benefits of using a systems-based approach to predict…
Modeling Economic Dynamics
Traditional financial risk management methods were formulated in an analogy with the early foundational principles of thermodynamics. However, traditional economic models are incomplete models of reality because economic systems are not inclined to attain equilibrium states unless we are talking about very short windows of time (similar to meteorological or most nuclear or gravitational systems).
Blockchain: Navigating the Disruption
After years of theoretical debates and abstract use cases, it is no longer a question of if blockchain will cause market disruption, but rather when and how widely the impact will be felt. Now is the time to remove any outstanding doubts about blockchain applicability and strategically manage the business and operational risks that inevitably come with innovation.
Solving Blockchain Distributed Transaction Challenges
We have developed an algorithm that aggregates multiple domain specific blockchains to form a purpose-oriented blockchain. Tested under a variety of cases to prove its applicability, the patented algorithm complements the blockchain protocol to provide a solution for multi-party transaction processes using multiple shared blockchains.
