algo1 is a behavioral AI company applying machine learning and optimization algorithms to the in-store grocery shopping experience. The firm operates in stealth mode, with a technical focus on developing scalable AI agents for physical retail environments. Its work spans UK and US markets within the enterprise grocery retail sector.
The team comprises frontier AI researchers, engineers, product strategists, and senior operators drawn from major UK and US grocery businesses. The company was founded by two entrepreneurs with a track record of building and scaling successful ventures, alongside a recognised leader in retail data and shopper analytics.
algo1's technical domains include behavioural AI, machine learning, scalable AI agents, and optimisation algorithms - applied specifically to transforming how consumers shop in physical grocery stores.
