Poetiq

Poetiq Inc. is a startup working to make artificial intelligence large language models more capable and cost-efficient. They have developed a software platform that can enhance the capabilities of LLMs such as Google’s Gemini series and GPT-5.2, and also works with open-source models. The platform uses a “meta-system” to identify ways of boosting LLMs’ output quality and reduce their inference costs. Customers can apply the meta-system to a model by providing it with a few hundred training examples of the tasks they wish to automate, turning the model into an artificial intelligence agent that can automatically refine its own output quality.