Integrated Reasoning
Integrated Reasoning is a B2B company specializing in engineering, product, and design, known for developing the IRX-HONU microarchitecture which significantly enhances the speed of solving NP-complete problems. The company is part of the Y Combinator S22 batch and operates from San Francisco, CA, and Kilauea, HI, with remote work options.
Company Overview
Integrated Reasoning is a B2B company operating in the Engineering, Product, and Design sub-industry. With a core focus on creating efficient computer processors tailored to the memory access patterns of Karp's 21 NP-complete problems, the company aims to significantly speed up computations like scheduling airline pilots and optimizing packing layouts for shipping containers.
Locations and Team
Integrated Reasoning has physical locations in San Francisco, CA, USA, and Kilauea, HI, USA, and also offers remote work options. The team consists of three members who collaborate across multiple regions including the United States, America/Canada, and remote settings. As part of the Y Combinator S22 batch, the company has been recognized in notable publications like Tech Crunch and Y Combinator news articles.
Innovative Product - IRX-HONU
Integrated Reasoning has developed the IRX-HONU, a pioneering microarchitecture designed to address bottlenecks in combinatorial optimization applications. This product specifically addresses the subset sum problem, offering solutions 7,000 times faster than existing state-of-the-art software. The IRX-HONU showcases the company's commitment to advancing computational efficiency and solving complex NP-complete problems.
Organic Architecture and LLM-Algorithm Cooperation
Integrated Reasoning promotes an organic architecture in computing, aiming for a harmonious relationship between hardware and algorithms. This approach is designed to improve the efficiency and effectiveness of computations. Additionally, the company encourages cooperation between large language models (LLMs) and algorithms through the use of specialized encoding languages, further enhancing the capabilities of their processors.
Market and Applications
Operating in the B2B market, Integrated Reasoning focuses on engineering, product, and design sectors. Their processors are especially valuable for applications requiring high computational power, such as scheduling airline pilots and optimizing packing layouts for shipping containers. The company's goal is to make these computations 100 to 10,000 times faster, providing significant operational advantages for their clients.