
Prioritize forecast accuracy, inventory optimization logic, scenario simulation, ERP integration, usability for planners, and time-to-value. Beyond the feature list, look at how the tool models uncertainty: rule-based engines that rely on static parameters age quickly in volatile markets, while probabilistic approaches adapt buffers continuously to real demand variability. Ease of adoption matters just as much, because a tool that planners avoid produces no benefit regardless of its underlying sophistication. The strongest signal is usually how quickly the platform produces measurable improvements on a defined perimeter, since that is what makes the business case real rather than theoretical.