In order to develop the migration plan, we utilized the Application Scoring sheet to rank applications. Is completely correct (Don't capitalise App Score, 'utilized' is an American spelling), however we might need the sentences either side of that to see the context correctly. If you haven’t referred to the application scoring sheet yet, you would have to say: In order to develop the migration plan, we utilised an application scoring sheet to rank applications.
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