Plan money as a couple while each partner stays financially independent

“we both want to stay financially independent in our relationship”

Each partner privately models their own monthly expenses, own income, liquid reserve and invested assets, sees their own independence ratios against thresholds they chose, and both adults agree in writing how separate accounts and shared costs work, sharing only the results each one decides to share.