About the project
Mission, scope, and the long-term ambition to become the Atlas of AI in Wine. Start here. Read more
Atlas of AI in Wine
A bilingual reference on artificial intelligence across viticulture, winemaking, and the wine business — plus OenoBench, the wine knowledge benchmark for large language models.
Vinum ex Machina is an atlas-grade, slowly-growing reference on how artificial intelligence is reshaping wine. Each section gathers field notes, evaluations, and forward-looking essays on a single facet of the industry — from vineyard sensors and fermentation models to retail recommendation engines. Alongside the written corpus, the site hosts OenoBench, a public benchmark of roughly five thousand wine-knowledge questions used to probe how well large language models understand the domain.
About the author
Solo author, wine and AI background. Read more
Benchmarks
Evaluations of AI systems against wine-domain knowledge, beginning with OenoBench. Browse benchmarks
Keynote
Occasional long-form essays on AI’s role in wine. Read essays
AI potential
Forward-looking analyses across viticulture, winemaking, and wine business. Explore
AI use cases
Concrete deployments shipped today across the wine value chain. Explore