Chop chicken, potatoes, carrots, and celery into bite-sized pieces and add to slow cooker.
Pour in broth, sprinkle thyme, salt, and pepper; stir to combine.
Cover and cook on low for 6–8 hours or high for 3–4 hours until chicken and vegetables are tender.
Ladle into bowls and serve warm.