Process observation before specification
We start by watching the work, not by workshopping requirements. Two or three days sitting with the people who do the job produces a materially different specification from a room of managers describing what should happen. The spreadsheets people have built for themselves are the most reliable requirements document in most organisations, because they represent what the business actually needed and did not get.