Integrated Reasoning

Integrated Reasoning, a business-to-business company situated in San Francisco, CA, and Kilauea, HI, focuses on the engineering, product, and design sub-industry. It has a small team of three members and offers remote work opportunities. As a participant in the Y Combinator S22 batch, the company has gained recognition for its innovative contributions to the field of computational technology. Integrated Reasoning has developed the IRX-HONU, the world’s first microarchitecture tailored specifically to enhance the processing of NP-complete problems, such as scheduling and optimization tasks, by removing computational bottlenecks. This technology achieves speeds up to 7,000 times faster than conventional software in solving the subset sum problem, a type of decision problem. The company’s approach promotes an organic architecture in computing, striving for a seamless integration between hardware and algorithms, and supports the development of specialized encoding languages to foster cooperation between large language models (LLMs) and algorithms. Integrated Reasoning has been featured in notable publications such as Tech Crunch and Y Combinator news articles, highlighting its significant advancements in the tech industry.