Why it matters
Static models degrade over time as conditions change. Without feedback loops, systems fail to adapt, and decision quality deteriorates. VYAN ensures that learning is embedded into the operational process.
How it works
Actual outcomes are compared against expected results, and deviations are analyzed to update model parameters, scenario assumptions, and decision policies. This creates a continuously improving system that becomes more accurate and reliable over time.