A consistent and forward compatible data schema across the organization should reduce the amount the work for T part at least. But things are easily to diverge

A consistent and forward compatible data schema across the organization should reduce the amount the work for T part at least. But things are easily to diverge and difficult to converge. You gonna need some disciplines and top-down executions.