What Aemon does
Aemon is an autonomous AI research and R&D engineer that delivers state-of-the-art solutions to hard engineering and algorithm problems. It reads relevant state-of-the-art research, then generates, tests and evolves thousands of candidate approaches at machine speed to discover strong solutions, acting as a forward-deployed research engineer for client problems.
Key capabilities
Aemon automates the search for better algorithms by exploring large numbers of approaches and iteratively refining them, aiming to find solutions beyond what human experts reach manually. The company has reported that Aemon set a new record on an NP-hard mathematical optimization problem using a very small amount of compute, surpassing a prior result associated with Google DeepMind.
Who it's for
Aemon targets domains where a better algorithm translates directly into business value, including quantitative finance, biotech, logistics and materials science. It was founded in 2025 and is backed by Y Combinator.