Autoresearch helps teams train agents for tasks where general models are not good enough. Give us a task, your current agent or model, and an evaluation. Autoresearch runs an autoresearch campaign across data, SFT and other post-training methods, continual learning, prompts, tools, harnesses, and systems, then returns the best verified improvement. It runs hosted or in your cloud. We provide the research system around models: persistent memory, full experiment lineage, compute orchestration, and statistical verification.
We’re starting with agent and model training, continual learning, and optimization. Reach out to us for early access at founders@autoresearch.inc. The company was founded by Karan Brar; Thomas Boser. It is part of YC Summer 2026. It is based in San Francisco, CA, USA.