Aemon

Aemon is an AI system for technical research and development that takes a problem and an evaluation, studies published research and benchmarks, runs experiments inside a codebase, and returns validated results. It turns a technical goal into a trusted evaluation covering datasets, metrics, baselines, failure cases, and production constraints, then uses that evaluation to judge whether improvements are real.

The system studies papers, open implementations, and benchmark evidence to identify what transfers into a user's system, then generates hypotheses, runs experiments, and retains results from each cycle to inform subsequent work. It connects to a codebase and research context and runs continuous research loops, shipping validated improvements back to the team. The homepage describes an eval setup and evaluation hardening process carried out with an Aemon engineer, followed by deployment and ongoing operation.

Aemon is aimed at teams working on difficult technical problems that require research-driven experimentation against defined success criteria. The pages describe a demo booking and an engagement process rather than self-serve plans, editions, or seat-based pricing.