Engineering
Examine components, interfaces, and operating conditions together, with attention to how their interactions shape behavior.
ENGINEERING & SYSTEMS INTELLIGENCE
Clarity within
complexity.
A clearer understanding of the signals, relationships, and decisions that shape a system.
Explore our focusEngineeringSystems intelligenceEmerging-risk analysis
OUR FOCUS
Understand the
whole system.
Technical systems do not operate in isolation. Their behavior reflects the connections between technology, people, and decisions.
Systems intelligence
Connect observations with context. Look beyond individual indicators to the relationships that give them meaning.
Emerging-risk analysis
Study changes over time that may point to growing fragility, blind spots, or delayed decisions.
A FRAMEWORK IN DEVELOPMENT
Adaptive
Fragility Index.
AFI is a research direction focused on understanding emerging fragility in complex systems.
The framework is in development. Its predictive performance and commercial value have not been validated.
RESEARCH QUESTION
How can organizations build a clearer understanding of change within complex systems?
ABOUT MATKOV SYSTEMS
Justin Matkov.
Matkov Systems is taking shape at the intersection of engineering, systems intelligence, and emerging-risk analysis.
His current work includes the Adaptive Fragility Index, a framework in development for studying systems fragility.
Start with a clear question.
Follow the evidence.
Understand the connections.
CONTACT
Start a conversation.
Get in touch to discuss your engineering, systems intelligence, or emerging-risk questions.
Justin Matkov
justin@matkovsystems.comBook a 30-minute call (opens in a new tab)Choose an available time for an introductory Google Meet call.