Heat oil in a large saucepan over medium-high heat until shimmering. Add carrot, celery and onion and saute for 5 minutes until soft, stirring occasionally. Add in condensed cream of chicken soup and milk, and whisk until combined. Bring soup to a simmer, then remove from heat. Serve warm.