Systems development costs and the required resources can heavily depend on how detailed, thorough, and well organized the Business Requirements document is.  Such document needs to very clearly lay out the following:

• Any automation or data manipulation needs of a new business initiative.

• The required functionality of a new or modified system.

• Full list of all potential users.

• A comprehensive set of all potential scenarios.
  The operational implications of the required system.