Yes, it's possible to start an art business with a limited budget. Consider minimizing expenses by renting affordable studio space, sourcing materials from discount stores and promoting your business through low-cost marketing strategies such as social media and community involvement. Additionally, consider starting small and gradually growing your business as it gains traction. Keep in mind that investing in quality materials and equipment is crucial for providing excellent artistic offerings and building a reputation for your art business.