There are also mistakes versus the unknown, you can only know the true value if its a mistake after measurement.

The key is to measure the value at the earliest possible time to reduce the amount of sunk costs.

And simulation doesn't buy you anything here either. Simulation will many times cost more than an actual test article and still may not simulate reality accurately.