Early stage companies creating domain-specific models
Imbue (formerly Generally Intelligent) is an early-stage company, having been launched in 2017 and currently having a team size of 15. The company focuses on creating practical AI agents and has introduced CARBS, a cost-aware hyperparameter optimizer, which indicates a focus on creating models tailored to specific domains or industries.
Activeloop is an early-stage company (Y Combinator S18 batch, small team size of 10) focused on creating domain-specific models and infrastructure for AI, as evidenced by their work on multi-modal AI datasets and serving various industries such as Agriculture, Audio Processing, Autonomous Vehicles & Robotics, Biomedical & Healthcare, Multimedia, and Safety & Security.
OpenAI is an early-stage company that focuses on creating generative models, which can be considered domain-specific models tailored to various applications. The company is involved in pioneering research and development in artificial intelligence, aligning with the criteria of creating models tailored to specific domains or industries.
1910 Genetics is an early-stage company (Y-Combinator batch W19) with a team size of 14, indicating it is in its early stages of development. The company focuses on creating AI-powered models tailored to specific domains within healthcare, particularly for drug discovery and therapeutics.
AudioFocus is an early-stage company (part of Y Combinator's S19 batch) with a small team size of 4. The company is focused on creating domain-specific models, specifically in the healthcare industry, by developing hearing aids that enhance nearby voices in noisy environments using machine learning. This aligns with the criteria of creating models tailored to specific domains or industries.
Descartes & Mauss is an early-stage company that develops custom AI models tailored to specific business needs, which aligns with the criteria of creating domain-specific models.