JapanConsumer goods2025 – ongoingKirin Holdings
FJWLA taste-preference AI for beer development
Kirin built a taste AI on about 20 years of survey and ingredient data and planned to use it for beers launching from March 2026
Problem
Beer flavor development leaned on the intuition and experience of individual brewers. Each trial batch takes months to ferment, which slows new products.
Approach
Kirin's Beverage Future Research Laboratory combined consumer survey data with ingredient analysis data collected over about 20 years. The AI links flavor traits such as bitterness to specific ingredients and suggests ways to fix a problem like excess bitterness. Kirin says brewers keep the decisions on flavor direction and launch. The plan was to apply it first to beers launched from March 2026, then to ready-to-drink products, wine and soft drinks.
Results
Takeaway
Kirin used its accumulated survey and ingredient data to suggest changes to beer recipes while brewers kept the final decisions. It reported higher consumer ratings for AI-assisted products without publishing test sizes or scores.
Categories
- Size
- Large enterprise
- Industry
- Consumer goods
- Business function
- IT and R&D
- Innovation type
- Process innovationProduct and service innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
Kirin announced FJWLA, which joins customer survey and ingredient data to find the components behind taste. It plans phased use from beers launched in March 2026 and later extension to other drinks. Kirin said consumer tests favored AI-assisted products but did not disclose scores.
The trade site reports that Kirin will bring AI-supported beers to market from March 2026, using about 20 years of internal data on ingredients and tasting results. It says Kirin claims better consumer ratings for AI-supported beers, without numbers, and that final calls stay with human brewers.
Full details are in the original sources.
