Icosa Computing provides specialized AI models for specific fields such as finance and quantum physics. The platform allows users to launch large language models without advanced technical degrees. It uses physics-inspired optimizers to adjust test-time compute for each model. The system supports fine-tuning models to learn from domain-specific use