It works with functions rather than methods. So you can do something like this, calling functions from various modules / services:

    order = %{amount: 123, customer_id: 45}
    result = order
      |> Orders.validate()
      |> Database.save()
      |> PubSub.publish()

whereas with method chaining you can only call methods of the object being passed around.