Why it matters
Many decisions appear optimal at the moment they are made but degrade quickly as conditions change. Traditional systems do not provide visibility into this temporal dimension of decision quality. VYAN introduces a forward-looking evaluation of resilience over time.
How it works
Decisions are simulated across time-phased scenarios, with system states evolving at each step based on modeled dynamics. This creates a forward trajectory of outcomes, allowing users to see when and how a decision begins to break down, and whether alternative actions would perform more consistently.