Building custom AI models is still complex — datasets, cleaning, training, GPUs. Most developers give up or use generic models. Miniclay AI lets you describe what you want and handles everything: data sourcing, cleaning, and fine-tuning. Free users get a working notebook. Paid users get 1-click cloud fine-tuning and ready-to-use models.

Miniclay AI validates synthetic data, detects collapse risks, anchors risky samples, and generates safe, diverse datasets, so your fine-tuned models stay accurate and reliable.