We do not know how your application works or the page layout. But, if you have a master page then add code behind that queries a table. If the table has a message then display the message. Placement is up to you. The user will see the message after the next HTTP request.
If you need a quicker message response then write JavaScript application with a timer and AJAX. AJAX calls a Web Method. The Web Method queries the same table above to figure out if there is pending maintenance and returns a message. The JavaScript application writes the message to the page.