# Beverage-AI Radar

> A curated, source-cited landscape of 879 companies applying artificial intelligence, machine learning and data analytics to the beer, whiskey and wine industries, plus the wider food and beverage majors and data platforms working alongside them. Maintained by Ankur Napa. Last updated 2026-09-01.

## What this is

Every company is recorded with its own domain plus supporting sources. Entries that
make no AI or machine-learning claim are included and labelled as such rather than
described as AI companies. Scout-discovered entries are marked unverified until a
human confirms them. Treat `verified: false` as provisional.

## Coverage

- Verticals: multiple (339), beer (242), wine (215), whiskey (76), non_alcoholic (7)
- Countries: United States (255), unknown (166), United Kingdom (65), Germany (62), France (46), India (35), Italy (32), Canada (27), Australia (26), Japan (14), Switzerland (12), Spain (12)

## Data

- [All companies (HTML)](https://ankurnapa.github.io/beverage-ai-radar/companies.html): full index, no JavaScript required.
- [data.json](https://ankurnapa.github.io/beverage-ai-radar/data.json): complete machine-readable records.
- [report.md](https://ankurnapa.github.io/beverage-ai-radar/report.md): narrative report.
- [Dashboard](https://ankurnapa.github.io/beverage-ai-radar/): interactive filters, requires JavaScript.

## Citation

Cite as: Beverage-AI Radar, Ankur Napa, https://ankurnapa.github.io/beverage-ai-radar