The higher the quality of the information in the first place, the more accurate your NPV calculations will be.
Another way to deal with uncertainty is to make conservative estimates. A project that only has a positive NPV under ideal scenarios is not generally a worthwhile project. The scenarios upon which the decision is made should be less-than-ideal case scenarios. Conservative estimates of future cash flows should be used, as should a high hurdle rate. This should be related to the market, not simply be plucked from the air, or generated strictly on the basis of internal considerations. By planning for a poor scenario, only the projects with the highest likelihood of success will be undertaken. Therefore, if adverse conditions occur, the project still has a good chance to deliver a positive net present value.
In addition, the additional costs associated with adverse conditions should be considered and built into the projections. Risk management, contingency planning and disaster recovery should all be included in the cash flow analysis, weighted to reflect the risk of those funds needing to be spent. The risks must be fully analyzed for the impact and the odds of that impact being incurred.
The company should also safeguard against any negative conditions that it can reasonably expect. For example, the odds of a negative circumstance occurring might be low, but the damage done if it does occur can be high. In a case like...
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