PixelForge was built to explore generative AI media pipelines and modern SaaS architecture in Next.js 16. The platform integrates Cloudinary's generative AI engine to perform real-time image restoration, background removal, object replacement, and generative fill, governed by Clerk authentication and a transactional credit ledger.