Why it matters
Most planning failures occur not because of poor forecasts, but because constraints are either ignored or handled outside the decision system. When constraints are not modeled correctly, plans become infeasible, and teams are forced into reactive adjustments. VYAN ensures that all decisions are grounded in operational and financial reality.
How it works
Constraints are defined as structured inputs into the optimization model. These can include hard constraints (must be satisfied) and soft constraints (penalized if violated). The system incorporates these constraints directly into the decision evaluation process, ensuring that all recommended actions are executable within the enterprise’s real-world limits.