In a liquid measuring cup, whisk together balsamic vinegar, maple syrup, shallot, mustard, and half the salt and pepper.
Pour in the olive oil, whisking while pouring. Keep whisking until dressing is emulsified and thick. Add salt and pepper to taste. Serve immediately or chill and use within 4 days.