Challenge

Solution

• Production Forecasting: ML predicts beer demand by style based on historical sales, seasonality, events, and trends. Optimizes brewing schedule and ingredient ordering.
• Quality Monitoring: IoT sensors track fermentation temperature, pH, gravity with AI alerts for out-of-spec conditions. Prevents batch spoilage.
• Customer Engagement: Chatbot handles taproom event RSVPs, keg availability inquiries, and beer release notifications via social media.