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#attribution 1
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#beer 7
#beer-chart-guide 13
#beer-npd 3
#beer-sales 6
#beginners 3
#blending 4
#brand 1
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#brewer-ai-roadmap 4
#brewer-to-ai 8
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#brewhouse 4
#brewing 10
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#brewing-calculations 1
#brewing-data 2
#brewing-data-viz 5
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#brewing-science 118
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#commercial-planning 27
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#compliance 2
#computer-vision 4
#confined-spaces 1
#consumer-insight 2
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#contract-brewing 1
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#craft 2
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#data-platform 16
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#distilling-ai-foundations 5
#distilling-maturation 32
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#logistics 3
#machine-learning 31
#malt 3
#malting 7
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#marketing 16
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#mashing 1
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#non-alcoholic-beer 3
#off-flavors 1
#operations 2
#oxygen 2
#packaging 10
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#predictive-maintenance 4
#price-pack-architecture 1
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#process-intelligence 8
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#snowflake 6
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#sustainability 27
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#tasting 4
#tasting-notes 1
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#vibe-coding 3
#vibe-coding-brewers 3
#viticulture 5
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#whiskey 29
#wine 14
#winemaking 24
#worker-trust 1
#working-capital 1
#wort 2
#yeast 3
#account-management
#agricultural-traceability
#agronomy
#ai
#ai-adoption
- Where a Distillery Actually Starts with AI
- What Is AI, Really? A Distiller's Plain-Language Guide
- Brewers Stopped Saying No to AI — But the Real Win Isn't a LinkedIn Post
- How a Winery Should Start with AI and Gen AI: The Phases
- How a Distillery Should Start with AI and Gen AI: The Phases
- How a Brewery Should Start with AI and Gen AI: The Phases
#ai-content
#ai-explained
#ai-limits
#ai-tools
- What Claude Fable 5 Changes for Brewers Who Build
- Generative and Human-Centred AI for Brewers (with Google's PAIR Guidebook)
- A Brewer's Step-by-Step Roadmap into AI (with Free Resources)
- What Is Generative AI? The Difference That Matters for Distillers
- How to Tell a Good AI Answer from a Confidently Wrong One
- Ten Prompts from the Brewery Floor: Bad Ask → Good Ask
- The Beginner Brewer's Cheat Code: Ask AI What You Should Be Asking
- You Don't Have an AI Problem, You Have a Question Problem
- Can Claude Opus 4.8 Help You Brew a Better IPA? A Hop-Forward Workflow
- How to Vibe-Code a Product with Claude (It's a Loop, Not Magic)
- Claude AI and Claude Code for Wineries: Where the Anthropic Ecosystem Helps
- Claude AI and Claude Code for Distilleries: Where the Anthropic Ecosystem Helps
- Claude AI and Claude Code for Breweries: Where the Anthropic Ecosystem Helps
- The Perfect Store, Audited by AI at Scale
#ai-verification
#ai-vs-human
#analytics
- A Brewer's Map of Their Own Data — and What Each Source Can Actually Answer
- The CFO's AI Dashboard: Real-Time Beverage Finance
- Trade Promotion Optimization: The 20% of Promo Spend That's Wasted
- Building a Brewery Data Foundation Before You Touch AI
- An Executive KPI Scorecard for a Brewery in Tableau
- An Account-Churn Dashboard in Tableau
- A Brand and Marketing Performance Dashboard in Tableau
- Brewhouse Yield: Using Analytics to Find Where Extract Disappears
- A New-Product Launch Tracker in Tableau
- Promotion-Lift Analysis in Tableau
- Demand Forecasting and What-If Analysis in Tableau
- Building a Distributor Scorecard in Tableau
- A Depletions and Sell-Through Dashboard in Tableau
- Building a Brewery Production and Yield Dashboard in Tableau
#asking-better-questions
- How to Tell a Good AI Answer from a Confidently Wrong One
- Ten Prompts from the Brewery Floor: Bad Ask → Good Ask
- A Brewer's Map of Their Own Data — and What Each Source Can Actually Answer
- The Beginner Brewer's Cheat Code: Ask AI What You Should Be Asking
- You Don't Have an AI Problem, You Have a Question Problem
#attribution
#automation
#beer
- IoT in the Brewery: Sensors at Every Step, from Mash to Package
- Can AI Write Tasting Notes for Beer, Wine & Whiskey?
- Snowflake Across the Brewery Business, Vertical by Vertical
- Snowflake for Breweries: 20 Use Cases
- Databricks Across the Brewery Business, Vertical by Vertical
- Databricks for Breweries: 20 Use Cases
- How a Brewery Should Start with AI and Gen AI: The Phases
#beer-chart-guide
- The Heat Map in Brewing: Three Beer Use Cases
- The Box Plot in Brewing: Three Beer Use Cases
- The Histogram in Brewing: Three Beer Use Cases
- The Bubble Chart in Brewing: Three Beer Use Cases
- The Scatter Plot in Brewing: Three Beer Use Cases
- The Area and Stacked Area Chart in Brewing: Three Beer Use Cases
- The Combo (Line + Bar) Chart in Brewing: Three Beer Use Cases
- The Line Chart in Brewing: Three Beer Use Cases
- The Treemap in Brewing: Three Beer Use Cases
- The Pie and Donut Chart in Brewing: Use It Sparingly (Three Cases)
- The Stacked Bar Chart in Brewing: Three Beer Use Cases
- The Grouped Bar Chart in Brewing: Three Beer Use Cases
- The Bar Chart in Brewing: Three Beer Use Cases
#beer-npd
#beer-sales
- Lager Sales Blueprint: E-Commerce, Delivery and DTC
- Lager Sales Blueprint: National and Key Accounts
- Lager Sales Blueprint: Winning On-Premise Tap Handles
- Lager Sales Blueprint: Off-Premise Retail (Grocery, C-Store, Liquor)
- Lager Sales Blueprint: Winning with Distributors
- Beer Sales Blueprints for Lager Breweries: Five Plays by Channel
#beginners
#blending
#brand
#brand-content
#brand-equity
#brand-strategy
#branding
#brewer-ai-roadmap
#brewer-to-ai
- Beyond Beer: Taking AI into Wine, Whiskey & Mead — Where I'm Headed Next
- AI Won't Replace Brewers — Here's the Part Machines Can't Touch
- Where AI Burned Me: Hallucinations, Bad Data, and Hype I Believed
- My First Real AI Project: Forecasting Beer Demand — What Worked, What Flopped
- Teaching Myself Data Science as a Working Brewer: The Honest Learning Path
- Before You Touch AI, Collect Your Data: The Unglamorous First Step
- What Does AI Actually Mean for a Brewer? (It's the Data Science You Already Do)
- From Brewer to Data Scientist: Why I Traded the Brewhouse for AI (And Didn't Really Leave)
#brewery-safety
#brewhouse
#brewing
- Turning Spent Grain, Pomace and Draff into Value with Data
- Brewers Stopped Saying No to AI — But the Real Win Isn't a LinkedIn Post
- What Does AI Actually Mean for a Brewer? (It's the Data Science You Already Do)
- From Brewer to Data Scientist: Why I Traded the Brewhouse for AI (And Didn't Really Leave)
- Can AI Design a Beer Recipe? How Generative Models Brew
- What Can AI Actually Do for a Brewery? 7 Real Use Cases
- CO2 Recovery and Refrigeration: Cutting Emissions and Cost
- CIP Optimisation: Saving Water, Chemicals and Energy with AI
- Cutting Water Use in Brewing: The Water-to-Beer Ratio, with Data
- Cutting Brewery Electricity Use with AI: Refrigeration, Compressors and Load
#brewing-analytics
#brewing-calculations
#brewing-data
#brewing-data-viz
- Where Your Extract, Water and Energy Go: Sankey and the Brewhouse Balance
- Shelf-Life Trajectories: Visualizing Forced-Ageing and Flavour Stability
- SPC That Actually Catches Drift: Capability, CUSUM and EWMA for Brewers
- True-to-Target: Visualizing Whether a Batch Matches Its Brand Profile
- Beyond the Control Chart: Data Visualizations Brewers Underuse
#brewing-economics
#brewing-science
- Where Your Extract, Water and Energy Go: Sankey and the Brewhouse Balance
- Shelf-Life Trajectories: Visualizing Forced-Ageing and Flavour Stability
- SPC That Actually Catches Drift: Capability, CUSUM and EWMA for Brewers
- True-to-Target: Visualizing Whether a Batch Matches Its Brand Profile
- Beyond the Control Chart: Data Visualizations Brewers Underuse
- Vibe-Coding a Fermentation Tracker: A Brewer's Build Log
- What Claude Fable 5 Changes for Brewers Who Build
- Vibe-Coding a Brewing Tool with Claude Fable 5
- Generative and Human-Centred AI for Brewers (with Google's PAIR Guidebook)
- Your First Machine-Learning Model on Brewing Data (Free Courses)
- Foundations First: Data Literacy and Python for Brewers (Free Resources)
- A Brewer's Step-by-Step Roadmap into AI (with Free Resources)
- The Heat Map in Brewing: Three Beer Use Cases
- The Box Plot in Brewing: Three Beer Use Cases
- The Histogram in Brewing: Three Beer Use Cases
- The Bubble Chart in Brewing: Three Beer Use Cases
- The Scatter Plot in Brewing: Three Beer Use Cases
- The Area and Stacked Area Chart in Brewing: Three Beer Use Cases
- The Combo (Line + Bar) Chart in Brewing: Three Beer Use Cases
- The Line Chart in Brewing: Three Beer Use Cases
- The Treemap in Brewing: Three Beer Use Cases
- The Pie and Donut Chart in Brewing: Use It Sparingly (Three Cases)
- The Stacked Bar Chart in Brewing: Three Beer Use Cases
- The Grouped Bar Chart in Brewing: Three Beer Use Cases
- The Bar Chart in Brewing: Three Beer Use Cases
- How to Tell a Good AI Answer from a Confidently Wrong One
- Ten Prompts from the Brewery Floor: Bad Ask → Good Ask
- A Brewer's Map of Their Own Data — and What Each Source Can Actually Answer
- The Beginner Brewer's Cheat Code: Ask AI What You Should Be Asking
- You Don't Have an AI Problem, You Have a Question Problem
- From Pilot to Full Scale: The NPD Data Problem Nobody Warns You About
- Can Claude Opus 4.8 Help You Brew a Better IPA? A Hop-Forward Workflow
- Predicting Beer Flavour by Stacking Malt Flavour Wheels
- Crunching Recipe and Sensory Data: How I Sped Up Beer Development
- Yeast Pitching Rates and Starters in Excel
- Predicting When Malt Is Modified Enough to Kiln
- Predicting Slow Runoff From the Malt Before It Reaches Your Mill
- Mash Water and Temperature Calculator in Excel
- IoT in the Brewery: Sensors at Every Step, from Mash to Package
- Build an IBU Recipe Builder in Excel (Tinseth, Multi-Addition)
- A Generative-AI Copilot for Reading Malt Certificates of Analysis
- Forecasting Mycotoxin and Gushing Risk in the Malthouse
- A Carbonation Calculator in Excel: Priming Sugar, PSI and Line Balancing
- Build a Brewing Water Chemistry Calculator in Excel
- Brewhouse Efficiency and Yield Reconciliation in Excel
- Can AI Dial In the Perfect Steep for Malting Barley?
- AI-Optimised Kilning: Hitting Colour and Diastatic Power While Cutting Gas
- 20 Advanced Brewing Calculations You Can Do in Excel (Formulas Included)
- Co-Packing and Contract Brewing Analytics: Making Capacity Pay
- Microsoft Fabric for Breweries: 20 Use Cases (and 3 Case Studies)
- Snowflake Across the Brewery Business, Vertical by Vertical
- Snowflake for Breweries: 20 Use Cases
- Claude AI and Claude Code for Breweries: Where the Anthropic Ecosystem Helps
- Databricks Across the Brewery Business, Vertical by Vertical
- Databricks for Breweries: 20 Use Cases
- How a Brewery Should Start with AI and Gen AI: The Phases
- Building a Digital Tasting Program: Power Platform, ERP, and Gen AI
- Building a Brewery Data Foundation Before You Touch AI
- AI + NIR Spectroscopy for Rapid Brewery QC
- Predictive Maintenance for Brewery Process Equipment
- Cutting Process Water and Effluent Load With AI
- AI for Brewery Energy and Utilities (Steam, Refrigeration, CO2)
- Predicting Microbiological Risk and Hygiene Hotspots
- AI-Optimised CIP: Cleaning With Less Water, Chemical, and Time
- Reducing Packaging Material Waste With AI
- Predictive Maintenance for Fillers and Seamers
- Minimising Total Package Oxygen (TPO) With Data
- AI Vision for Fill-Level and Label Inspection
- Predicting Packaging Line Downtime and Lifting OEE
- Digitising Beer Tasting Panels: Power Apps, Power BI, and AI
- AI-Assisted Sensory Panels and Taster Calibration
- Predicting Chill Haze and Colloidal Stability
- Controlling Dissolved Oxygen in Beer With Machine Learning
- AI for Filtration and Centrifugation Optimisation
- Predicting Beer Flavour Stability and Staling
- CO2 Evolution as a Real-Time Fermentation Signal
- AI for Fermentation Temperature and Cooling Control
- Predicting Stuck Fermentation Before It Happens
- Detecting Wild Yeast and Bacterial Contamination Early With ML
- A Sensory-Panel Results Dashboard in Tableau
- Data-Driven Yeast Generation Management and Cropping
- Forecasting Ester and Higher-Alcohol Formation in Fermentation
- Using AI to Time the Diacetyl Rest
- Predicting Yeast Viability, Vitality, and Pitching Rate
- Brewhouse Yield: Using Analytics to Find Where Extract Disappears
- AI for Hot Break, Cold Break, and Wort Clarity
- Predicting Wort Fermentability From the Sugar Spectrum
- Cutting Wort Boiling Energy With AI
- Predicting Lauter and Wort Separation Performance
- AI-Optimised Mash Temperature Profiles
- Can AI Predict Mash Efficiency and Extract Yield?
- Predicting Malt Extract and Diastatic Power Before You Brew
- Computer Vision for Grain Intake and Malt QC
- Using AI to Optimise Adjunct and Cereal Costs
- AI for Hop Aroma Profiling and Smart Substitution
- Predicting Hop Bitterness (IBU) With Machine Learning
- Visualising Packaging-Line OEE in Tableau
- Optimising Brewing Water Chemistry With AI
- A Live Fermentation-Monitoring Dashboard in Tableau
- AI for Barley Variety Selection: Spotting Malting Winners Earlier
- Quality-Control Charts for Brewing in Tableau
- Can AI Predict Malt Quality From Barley Analysis?
- Building a Brewery Production and Yield Dashboard in Tableau
- Predicting Carbonation and Dispense Consistency
- AI for Brewery Workforce and Shift Scheduling
- Knowledge Search Over Brewery SOPs With Gen AI
- Cellar Inventory and FIFO Optimisation With AI
- Scaling a Homebrew Recipe to Production With AI
- Beer Authentication and Counterfeit Detection With ML
- Planning for CO2 Shortages With Predictive Models
- Electronic Nose and Tongue: AI for Off-Flavour Detection
- AI for Brewery Production Scheduling
- Anomaly Detection on Brewery Sensor Data
- AI for Draught Line Cleaning and Pour Quality
- Predicting Beer Foam and Head Retention
- Classifying Beer Styles With Machine Learning
- Predicting Beer Colour (EBC/SRM) From a Recipe
- Why Beer Is a Surprisingly Good Fit for Machine Learning
#budgeting
#building-with-ai
#business-case
#cannibalization-analysis
#capacity-planning
#capex
#carbon
- Cutting Packaging Footprint: Glass, Can and Keg Emissions with Data
- Cold Chain and Distribution Emissions: Route and Refrigeration Analytics
- CO2 Recovery and Refrigeration: Cutting Emissions and Cost
- Carbon Accounting for Beverage Producers: Scope 1, 2 and 3 with Data
- Making a Beer, Wine and Whiskey Business More Sustainable with AI and Data
#carbon-accounting
#carbonation
#career
#cash-management
#cfo-dashboard
#channel-profitability
#channel-strategy
#chemistry
#churn-prediction
#circular-economy
#clarification
#claude
- Vibe-Coding a Fermentation Tracker: A Brewer's Build Log
- What Claude Fable 5 Changes for Brewers Who Build
- Vibe-Coding a Brewing Tool with Claude Fable 5
- Can Claude Opus 4.8 Help You Brew a Better IPA? A Hop-Forward Workflow
- Generative AI for Sustainability SOPs, Training and Audits
- Using Claude and ChatGPT to Draft Your CSRD and ESG Reports
- How to Vibe-Code a Product with Claude (It's a Loop, Not Magic)
- Claude AI and Claude Code for Wineries: Where the Anthropic Ecosystem Helps
- Claude AI and Claude Code for Distilleries: Where the Anthropic Ecosystem Helps
- Claude AI and Claude Code for Breweries: Where the Anthropic Ecosystem Helps
#claude-code
#co-packing
#co2-safety
#commercial-planning
- The Heat Map in Brewing: Three Beer Use Cases
- The Bubble Chart in Brewing: Three Beer Use Cases
- The Area and Stacked Area Chart in Brewing: Three Beer Use Cases
- The Combo (Line + Bar) Chart in Brewing: Three Beer Use Cases
- The Treemap in Brewing: Three Beer Use Cases
- The Pie and Donut Chart in Brewing: Use It Sparingly (Three Cases)
- The Stacked Bar Chart in Brewing: Three Beer Use Cases
- The Grouped Bar Chart in Brewing: Three Beer Use Cases
- Co-Packing and Contract Brewing Analytics: Making Capacity Pay
- Lager Sales Blueprint: E-Commerce, Delivery and DTC
- Lager Sales Blueprint: National and Key Accounts
- Lager Sales Blueprint: Winning On-Premise Tap Handles
- Lager Sales Blueprint: Off-Premise Retail (Grocery, C-Store, Liquor)
- The Commercial Control Tower: One View from Brewhouse to Shelf
- Lager Sales Blueprint: Winning with Distributors
- Beer Sales Blueprints for Lager Breweries: Five Plays by Channel
- S&OP for Craft: An Analytics Playbook to Match Supply and Demand
- Price-Pack Architecture for the Non-Alcoholic Beer Boom
- Route-to-Market Analytics: Channels for Beer vs. Non-Alcoholic Beer
- Trade Promotion Optimization: The 20% of Promo Spend That's Wasted
- Revenue Growth Management: The Five Levers AI Sharpens
- From Volume to Value: Portfolio Strategy for Beer and Non-Alcoholic Lines
- The Integrated Commercial Plan: Where Breweries Leak Margin Between Sales and Supply
- An Executive KPI Scorecard for a Brewery in Tableau
- Promotion-Lift Analysis in Tableau
- An Inventory and Stock-Age Dashboard in Tableau
- Route Optimisation for Beer Distribution
#commodity-risk
#compliance
#computer-vision
#confined-spaces
#consumer-insight
#consumer-segmentation
#contract-brewing
#control-tower
#cost
#cost-accounting
#craft
#csrd
#dashboards
#data-analytics
#data-collection
#data-platform
- A Brewer's Map of Their Own Data — and What Each Source Can Actually Answer
- Microsoft Fabric for Wineries: 20 Use Cases (and 3 Case Studies)
- Microsoft Fabric for Distilleries: 20 Use Cases for Whiskey (and 3 Case Studies)
- Microsoft Fabric for Breweries: 20 Use Cases (and 3 Case Studies)
- Snowflake Across the Winery Business, Vertical by Vertical
- Snowflake for Wineries: 20 Use Cases
- Snowflake Across the Distillery Business, Vertical by Vertical
- Snowflake for Distilleries: 20 Use Cases
- Snowflake Across the Brewery Business, Vertical by Vertical
- Snowflake for Breweries: 20 Use Cases
- Databricks Across the Winery Business, Vertical by Vertical
- Databricks for Wineries: 20 Use Cases
- Databricks Across the Distillery Business, Vertical by Vertical
- Databricks for Distilleries: 20 Use Cases
- Databricks Across the Brewery Business, Vertical by Vertical
- Databricks for Breweries: 20 Use Cases
#data-science
- Your First Machine-Learning Model on Brewing Data (Free Courses)
- Foundations First: Data Literacy and Python for Brewers (Free Resources)
- From Pilot to Full Scale: The NPD Data Problem Nobody Warns You About
- Predicting Beer Flavour by Stacking Malt Flavour Wheels
- A Generative-AI Copilot for Reading Malt Certificates of Analysis
- Which Beer Should We Make Next? How I Let the Data Decide
- Brewers Stopped Saying No to AI — But the Real Win Isn't a LinkedIn Post
- Teaching Myself Data Science as a Working Brewer: The Honest Learning Path
- What Does AI Actually Mean for a Brewer? (It's the Data Science You Already Do)
- From Brewer to Data Scientist: Why I Traded the Brewhouse for AI (And Didn't Really Leave)
#data-strategy
- Why Power BI Dashboards Die in Wineries: The Domain Gap
- Why Power BI Dashboards Die in Distilleries and Breweries: The Domain Gap
- Descriptive, Diagnostic, Predictive, Prescriptive: The Four Analytics in a Winery
- Descriptive, Diagnostic, Predictive, Prescriptive: The Four Analytics in a Distillery
- Where a Distillery Actually Starts with AI
- A Sustainability Data Roadmap for Beverage Producers: The Phases
- How a Winery Should Start with AI and Gen AI: The Phases
- How a Distillery Should Start with AI and Gen AI: The Phases
- How a Brewery Should Start with AI and Gen AI: The Phases
- Building a Brewery Data Foundation Before You Touch AI
- Why Beer Is a Surprisingly Good Fit for Machine Learning
#data-visualization
- Where Your Extract, Water and Energy Go: Sankey and the Brewhouse Balance
- Shelf-Life Trajectories: Visualizing Forced-Ageing and Flavour Stability
- SPC That Actually Catches Drift: Capability, CUSUM and EWMA for Brewers
- True-to-Target: Visualizing Whether a Batch Matches Its Brand Profile
- Beyond the Control Chart: Data Visualizations Brewers Underuse
- The Heat Map in Brewing: Three Beer Use Cases
- The Box Plot in Brewing: Three Beer Use Cases
- The Histogram in Brewing: Three Beer Use Cases
- The Bubble Chart in Brewing: Three Beer Use Cases
- The Scatter Plot in Brewing: Three Beer Use Cases
- The Area and Stacked Area Chart in Brewing: Three Beer Use Cases
- The Combo (Line + Bar) Chart in Brewing: Three Beer Use Cases
- The Line Chart in Brewing: Three Beer Use Cases
- The Treemap in Brewing: Three Beer Use Cases
- The Pie and Donut Chart in Brewing: Use It Sparingly (Three Cases)
- The Stacked Bar Chart in Brewing: Three Beer Use Cases
- The Grouped Bar Chart in Brewing: Three Beer Use Cases
- The Bar Chart in Brewing: Three Beer Use Cases
#databricks
- Databricks Across the Winery Business, Vertical by Vertical
- Databricks for Wineries: 20 Use Cases
- Databricks Across the Distillery Business, Vertical by Vertical
- Databricks for Distilleries: 20 Use Cases
- Databricks Across the Brewery Business, Vertical by Vertical
- Databricks for Breweries: 20 Use Cases
#demand-forecasting
#distilling
#distilling-ai-foundations
#distilling-maturation
- The Translator: When the Brewer Is Also the Power BI Developer
- Why Power BI Dashboards Die in Distilleries and Breweries: The Domain Gap
- Descriptive, Diagnostic, Predictive, Prescriptive: The Four Analytics in a Distillery
- Where a Distillery Actually Starts with AI
- AI vs Machine Learning vs Generative AI: Which Is Which in the Distillery
- What Is Generative AI? The Difference That Matters for Distillers
- What Is Machine Learning? Pattern-Finding for the Distillery
- What Is AI, Really? A Distiller's Plain-Language Guide
- IoT in the Distillery: Sensors from Mash to Cask
- Microsoft Fabric for Distilleries: 20 Use Cases for Whiskey (and 3 Case Studies)
- Snowflake Across the Distillery Business, Vertical by Vertical
- Snowflake for Distilleries: 20 Use Cases
- Claude AI and Claude Code for Distilleries: Where the Anthropic Ecosystem Helps
- Databricks Across the Distillery Business, Vertical by Vertical
- How a Distillery Should Start with AI and Gen AI: The Phases
- Databricks for Distilleries: 20 Use Cases
- AI for Distillery Energy and Spirit Yield
- AI for Gin Botanical Extraction and Recipe Consistency
- Predicting Optimal Bottling Time and Maturity
- AI for Whisky Blending and Vatting Consistency
- Optimising Rackhouse Microclimate With AI
- Predicting Congener Evolution During Maturation
- AI for Cask Selection and Maturing-Stock Inventory
- Forecasting the Angel's Share: Modelling Cask Evaporation Loss
- Predicting New-Make Spirit Flavour
- Whiskey Tasting, Captured and Analysed: Power Apps, Power BI, and AI
- Can AI Pick Distillation Cut Points (Heads, Hearts, Tails)?
- A Distillery Production and Spirit-Yield Dashboard in Tableau
- A Whisky Blending and Sensory Dashboard in Tableau
- A Maturing-Stock Inventory and Valuation Dashboard in Tableau
- A Rackhouse Microclimate Dashboard in Tableau
- A Cask Maturation and Angel's-Share Dashboard in Tableau
#distribution
#distributor-management
#dtc
#efficiency
#ehs
- A Safety Culture Built on Data, Not Surveillance
- Wastewater and Effluent Analytics for Breweries and Distilleries
- EHS Reporting Automation: From Paper Logs to Live Dashboards
- Predictive Maintenance as a Safety Strategy
- Compliance Analytics: Never Miss an Inspection or Permit
- Leading vs. Lagging Safety Indicators: What Breweries Should Track
- Food Safety and Traceability from Grain to Glass
- The Brewery Hazard Map: CO2, Confined Spaces, and Controls
- Predictive Safety Analytics: Spotting Risk Before Incidents
- An EHS Safety-Incident Dashboard in Tableau
#energy
- AI-Optimised Kilning: Hitting Colour and Diastatic Power While Cutting Gas
- CO2 Recovery and Refrigeration: Cutting Emissions and Cost
- CIP Optimisation: Saving Water, Chemicals and Energy with AI
- Winery Energy: AI for Cooling, Presses and Peak Demand
- Distillery Energy and Heat Recovery: Using Data to Cut Fuel and Power
- Cutting Brewery Electricity Use with AI: Refrigeration, Compressors and Load
- Making a Beer, Wine and Whiskey Business More Sustainable with AI and Data
- AI for Distillery Energy and Spirit Yield
- AI for Brewery Energy and Utilities (Steam, Refrigeration, CO2)
- Cutting Wort Boiling Energy With AI
#equipment-safety
#erp
#esg
- Sustainable Drinks in the USA: EPA, State Programs and TTB
- Sustainable Drinks in the UK: SECR, EPR and the Data Behind Compliance
- Sustainable Drinks in India: BEE, CPCB and Water Norms
- Sustainable Drinks in the EU: CSRD, EU ETS and Packaging (PPWR)
- A Sustainability Data Roadmap for Beverage Producers: The Phases
- Turning Spent Grain, Pomace and Draff into Value with Data
- Cutting Packaging Footprint: Glass, Can and Keg Emissions with Data
- Generative AI for Sustainability SOPs, Training and Audits
- Cold Chain and Distribution Emissions: Route and Refrigeration Analytics
- Using Claude and ChatGPT to Draft Your CSRD and ESG Reports
- By-Product and Circular-Economy Analytics for Drinks Producers
- What Should a Brewery Do With Spent Grain? Feed, Food, or Fuel by the Numbers
- CO2 Recovery and Refrigeration: Cutting Emissions and Cost
- Carbon Accounting for Beverage Producers: Scope 1, 2 and 3 with Data
- CIP Optimisation: Saving Water, Chemicals and Energy with AI
- The Business Case: Linking ESG Metrics to Margin
- Wastewater and Effluent Analytics for Breweries and Distilleries
- Cutting Water Use in Brewing: The Water-to-Beer Ratio, with Data
- Winery Energy: AI for Cooling, Presses and Peak Demand
- Distillery Energy and Heat Recovery: Using Data to Cut Fuel and Power
- Avoiding Greenwashing: AI to Verify, Not Just Generate, Claims
- Cutting Brewery Electricity Use with AI: Refrigeration, Compressors and Load
- Making a Beer, Wine and Whiskey Business More Sustainable with AI and Data
- Supply-Chain ESG: Tracing Barley and Hops to Source
- Non-Alcoholic Beer as an ESG Story: Health, Moderation, and Data
- Packaging Footprint: Glass vs. Can vs. Keg, by the Numbers
- The ESG Reporting Stack: Automating CSRD and GRI Disclosure
- Carbon Accounting: Scope 1, 2, and 3 for Breweries
- Water Stewardship Analytics: Cutting Liters-per-Liter in Brewing
- An ESG Sustainability Dashboard in Tableau (Water, Energy, Carbon per hl)
#esg-reporting
- Sustainable Drinks in the USA: EPA, State Programs and TTB
- Sustainable Drinks in the UK: SECR, EPR and the Data Behind Compliance
- Sustainable Drinks in India: BEE, CPCB and Water Norms
- Sustainable Drinks in the EU: CSRD, EU ETS and Packaging (PPWR)
- A Sustainability Data Roadmap for Beverage Producers: The Phases
- Using Claude and ChatGPT to Draft Your CSRD and ESG Reports
- By-Product and Circular-Economy Analytics for Drinks Producers
- Carbon Accounting for Beverage Producers: Scope 1, 2 and 3 with Data
#eu
#excel
- Yeast Pitching Rates and Starters in Excel
- Mash Water and Temperature Calculator in Excel
- Build an IBU Recipe Builder in Excel (Tinseth, Multi-Addition)
- A Carbonation Calculator in Excel: Priming Sugar, PSI and Line Balancing
- Build a Brewing Water Chemistry Calculator in Excel
- Brewhouse Efficiency and Yield Reconciliation in Excel
- 20 Advanced Brewing Calculations You Can Do in Excel (Formulas Included)
#fermentation
- The Histogram in Brewing: Three Beer Use Cases
- The Line Chart in Brewing: Three Beer Use Cases
- Yeast Pitching Rates and Starters in Excel
- Mead Meets AI: Can the World's Oldest Drink Go High-Tech?
- Can AI Predict Beer Fermentation? What the Data Actually Shows
- AI for Wine Fermentation Control (and Stuck Ferments)
- CO2 Evolution as a Real-Time Fermentation Signal
- AI for Fermentation Temperature and Cooling Control
- Predicting Stuck Fermentation Before It Happens
- Forecasting Ester and Higher-Alcohol Formation in Fermentation
- Using AI to Time the Diacetyl Rest
- A Wine Fermentation Monitoring Dashboard in Tableau
- A Live Fermentation-Monitoring Dashboard in Tableau
#finance
#financial-planning-analytics
#flavor
- AI for Gin Botanical Extraction and Recipe Consistency
- AI for Wine Blending Optimisation
- Predicting New-Make Spirit Flavour
- Forecasting Ester and Higher-Alcohol Formation in Fermentation
- Using AI to Time the Diacetyl Rest
- AI for Hop Aroma Profiling and Smart Substitution
- AI for Beer-and-Food Pairing
#flavour
#flavour-stability
#food-safety
#forecast-accuracy-metrics
#forecasting
- The Honest Limits of Sales Forecasting: When to Trust the Human
- Forecast Accuracy Metrics That Matter (and the Vanity Ones to Drop)
- Cannibalization: Does Non-Alcoholic Beer Eat Your Lager's Sales?
- Hierarchical Forecasting: Reconciling SKU, Brand, and Total Volume
- Promotional Lift: Separating Real Demand from Discount Noise
- Seasonality and Weather: Beer's Most Predictable Swings
- Driver-Based Forecasting: Beyond the Annual Budget
- Forecasting With No History: The Non-Alcoholic Beer Problem
- The Beverage Demand Forecasting Maturity Model: From Spreadsheet to ML
- AI for Vineyard Yield Forecasting
- Demand Forecasting and What-If Analysis in Tableau
- AI for Taproom Footfall and Staffing Forecasts
- Forecasting Malt and Hop Prices for Smarter Procurement
#fpna
- The CFO's AI Dashboard: Real-Time Beverage Finance
- Capex with Analytics: When to Add a Tank or a Canning Line
- Working Capital: Cash Trapped in Inventory and Tanks
- Scenario Planning for Barley, Energy, and Aluminum Costs
- Cost-to-Serve by Channel: Is Non-Alcoholic Beer Actually Profitable?
- Margin Bridge Analytics: Why Your Profit Moved
- Driver-Based Forecasting: Beyond the Annual Budget
- Cost of Goods per Hectoliter: The Number to Automate First
- A Procurement and Commodity-Price Dashboard in Tableau
- A COGS-per-Hectolitre Dashboard in Tableau
- Forecasting Malt and Hop Prices for Smarter Procurement
#future
#generative-ai
- Generative and Human-Centred AI for Brewers (with Google's PAIR Guidebook)
- A Brewer's Step-by-Step Roadmap into AI (with Free Resources)
- AI vs Machine Learning vs Generative AI: Which Is Which in the Distillery
- What Is Generative AI? The Difference That Matters for Distillers
- What Is AI, Really? A Distiller's Plain-Language Guide
- How to Tell a Good AI Answer from a Confidently Wrong One
- Ten Prompts from the Brewery Floor: Bad Ask → Good Ask
- The Beginner Brewer's Cheat Code: Ask AI What You Should Be Asking
- You Don't Have an AI Problem, You Have a Question Problem
- Generative AI for Sustainability SOPs, Training and Audits
- A Generative-AI Copilot for Reading Malt Certificates of Analysis
- Using Claude and ChatGPT to Draft Your CSRD and ESG Reports
- Can AI Write Tasting Notes for Beer, Wine & Whiskey?
- Can AI Design a Beer Recipe? How Generative Models Brew
- Can AI Write Your TTB Reports? Why You Must Check Every Number
- How a Winery Should Start with AI and Gen AI: The Phases
- How a Distillery Should Start with AI and Gen AI: The Phases
- How a Brewery Should Start with AI and Gen AI: The Phases
- Building a Digital Tasting Program: Power Platform, ERP, and Gen AI
- AI for Beer Naming and Trademark Screening
- A Virtual Beer Sommelier: Recommendation Chatbots
- Knowledge Search Over Brewery SOPs With Gen AI
#geospatial
#germination
#go-to-market
#greenwashing
#hallucination
#hierarchical-forecasting
#hops
#hygiene
#india
#integrated-business-planning
#inventory
- AI for Cask Selection and Maturing-Stock Inventory
- Forecasting the Angel's Share: Modelling Cask Evaporation Loss
- A Maturing-Stock Inventory and Valuation Dashboard in Tableau
- An Inventory and Stock-Age Dashboard in Tableau
- A Cellar and Barrel-Ageing Inventory Dashboard in Tableau
- Cellar Inventory and FIFO Optimisation With AI
#iot
#ipa
#iwort
#kilning
#knowledge
#kpis
#lager
- Lager Sales Blueprint: E-Commerce, Delivery and DTC
- Lager Sales Blueprint: National and Key Accounts
- Lager Sales Blueprint: Winning On-Premise Tap Handles
- Lager Sales Blueprint: Off-Premise Retail (Grocery, C-Store, Liquor)
- Lager Sales Blueprint: Winning with Distributors
- Beer Sales Blueprints for Lager Breweries: Five Plays by Channel
#lautering
#learning
- Generative and Human-Centred AI for Brewers (with Google's PAIR Guidebook)
- Your First Machine-Learning Model on Brewing Data (Free Courses)
- Foundations First: Data Literacy and Python for Brewers (Free Resources)
- A Brewer's Step-by-Step Roadmap into AI (with Free Resources)
- Teaching Myself Data Science as a Working Brewer: The Honest Learning Path
#lessons
#lifecycle-analysis
#limits-of-demand-forecasting
#logistics
#machine-learning
- Your First Machine-Learning Model on Brewing Data (Free Courses)
- AI vs Machine Learning vs Generative AI: Which Is Which in the Distillery
- What Is Machine Learning? Pattern-Finding for the Distillery
- Crunching Recipe and Sensory Data: How I Sped Up Beer Development
- Predicting When Malt Is Modified Enough to Kiln
- Predicting Slow Runoff From the Malt Before It Reaches Your Mill
- Forecasting Mycotoxin and Gushing Risk in the Malthouse
- Can AI Dial In the Perfect Steep for Malting Barley?
- My First Real AI Project: Forecasting Beer Demand — What Worked, What Flopped
- Mead Meets AI: Can the World's Oldest Drink Go High-Tech?
- Can AI Predict Whiskey Maturation and Cask Quality?
- Can AI Predict Wine Quality Before the Harvest?
- Can AI Predict Beer Fermentation? What the Data Actually Shows
- AI Quality Control in Brewing: Catching Off-Flavors Before Customers Do
- AI Demand Forecasting for Breweries: Useful, Until It Isn't
- Predicting Grape Ripeness and the Optimal Harvest Date
- Predicting Stuck Fermentation Before It Happens
- Predicting Yeast Viability, Vitality, and Pitching Rate
- Predicting Wort Fermentability From the Sugar Spectrum
- Can AI Predict Mash Efficiency and Extract Yield?
- Predicting Malt Extract and Diastatic Power Before You Brew
- Predicting Hop Bitterness (IBU) With Machine Learning
- Can AI Predict Malt Quality From Barley Analysis?
- Scaling a Homebrew Recipe to Production With AI
- Beer Authentication and Counterfeit Detection With ML
- Anomaly Detection on Brewery Sensor Data
- Predicting Beer Foam and Head Retention
- Classifying Beer Styles With Machine Learning
- Predicting Beer Colour (EBC/SRM) From a Recipe
- Beer Recommendation Engines: How AI Suggests Your Next Pint
- Why Beer Is a Surprisingly Good Fit for Machine Learning
#malt
#malting
- Predicting Beer Flavour by Stacking Malt Flavour Wheels
- Predicting When Malt Is Modified Enough to Kiln
- Predicting Slow Runoff From the Malt Before It Reaches Your Mill
- A Generative-AI Copilot for Reading Malt Certificates of Analysis
- Forecasting Mycotoxin and Gushing Risk in the Malthouse
- Can AI Dial In the Perfect Steep for Malting Barley?
- AI-Optimised Kilning: Hitting Colour and Diastatic Power While Cutting Gas
#margin-analysis
#margin-impact
#margin-management
#market-expansion
#marketing
- The Pie and Donut Chart in Brewing: Use It Sparingly (Three Cases)
- AI-Generated Brand Content: Where It Helps and Where It Lies
- Launching a Non-Alcoholic Line: A Data-Driven Go-to-Market Playbook
- Attribution: Connecting Spend to the Tap Handle
- Social Listening: Early Signals of the Next Flavor Trend
- Personalization in Beverage DTC Without Creeping People Out
- Brand Equity Analytics: Measuring What Your Beer Stands For
- Marketing Mix Modeling: What Really Drives Beer Volume
- Segmenting the Sober-Curious: The Non-Alcoholic Beer Consumer in Data
- A Brand and Marketing Performance Dashboard in Tableau
- A New-Product Launch Tracker in Tableau
- AI for Beer Naming and Trademark Screening
- AI for Beer Logo and Brand Recognition
- A Virtual Beer Sommelier: Recommendation Chatbots
- AI for Beer-and-Food Pairing
- Reading the Room: NLP on Beer Reviews and Ratings
#marketing-analytics
#mashing
#maturation
#maturity-model
#mead
#media-measurement
#microbiology
#microsoft-fabric
- The Translator: When the Winemaker Is Also the Power BI Developer
- The Translator: When the Brewer Is Also the Power BI Developer
- Descriptive, Diagnostic, Predictive, Prescriptive: The Four Analytics in a Winery
- Descriptive, Diagnostic, Predictive, Prescriptive: The Four Analytics in a Distillery
- Microsoft Fabric for Wineries: 20 Use Cases (and 3 Case Studies)
- Microsoft Fabric for Distilleries: 20 Use Cases for Whiskey (and 3 Case Studies)
- Microsoft Fabric for Breweries: 20 Use Cases (and 3 Case Studies)
#mmm
#na-beer
#new-product-development
#new-product-forecasting
#nlp
#non-alcoholic-beer
#off-flavors
#operations
#oxygen
#packaging
- Cutting Packaging Footprint: Glass, Can and Keg Emissions with Data
- A Carbonation Calculator in Excel: Priming Sugar, PSI and Line Balancing
- Packaging Footprint: Glass vs. Can vs. Keg, by the Numbers
- Reducing Packaging Material Waste With AI
- Predictive Maintenance for Fillers and Seamers
- Minimising Total Package Oxygen (TPO) With Data
- AI Vision for Fill-Level and Label Inspection
- Predicting Packaging Line Downtime and Lifting OEE
- Visualising Packaging-Line OEE in Tableau
- Predicting Carbonation and Dispense Consistency
#permits
#personalization
#planning
#portfolio-strategy
#power-apps
#power-bi
- Beyond the Control Chart: Data Visualizations Brewers Underuse
- Foundations First: Data Literacy and Python for Brewers (Free Resources)
- The Translator: When the Winemaker Is Also the Power BI Developer
- The Translator: When the Brewer Is Also the Power BI Developer
- Why Power BI Dashboards Die in Wineries: The Domain Gap
- Why Power BI Dashboards Die in Distilleries and Breweries: The Domain Gap
- Microsoft Fabric for Wineries: 20 Use Cases (and 3 Case Studies)
- Microsoft Fabric for Distilleries: 20 Use Cases for Whiskey (and 3 Case Studies)
- Microsoft Fabric for Breweries: 20 Use Cases (and 3 Case Studies)
- Snowflake for Wineries: 20 Use Cases
- Snowflake for Distilleries: 20 Use Cases
- Snowflake for Breweries: 20 Use Cases
- Databricks for Wineries: 20 Use Cases
- Databricks for Distilleries: 20 Use Cases
- Databricks for Breweries: 20 Use Cases
- Whiskey Tasting, Captured and Analysed: Power Apps, Power BI, and AI
- Wine Tasting Meets the Data Stack: AI, Power BI, and ERP
- Digitising Beer Tasting Panels: Power Apps, Power BI, and AI
#power-platform
#predictive-analytics
#predictive-maintenance
#price-pack-architecture
#pricing
#process-intelligence
- Where Your Extract, Water and Energy Go: Sankey and the Brewhouse Balance
- SPC That Actually Catches Drift: Capability, CUSUM and EWMA for Brewers
- The Translator: When the Winemaker Is Also the Power BI Developer
- The Translator: When the Brewer Is Also the Power BI Developer
- Why Power BI Dashboards Die in Wineries: The Domain Gap
- Why Power BI Dashboards Die in Distilleries and Breweries: The Domain Gap
- Descriptive, Diagnostic, Predictive, Prescriptive: The Four Analytics in a Winery
- Descriptive, Diagnostic, Predictive, Prescriptive: The Four Analytics in a Distillery
#process-optimization
- Ten Prompts from the Brewery Floor: Bad Ask → Good Ask
- Optimising Rackhouse Microclimate With AI
- Can AI Pick Distillation Cut Points (Heads, Hearts, Tails)?
- AI for Brewery Energy and Utilities (Steam, Refrigeration, CO2)
- AI for Wine Fermentation Control (and Stuck Ferments)
- AI-Optimised CIP: Cleaning With Less Water, Chemical, and Time
- AI for Filtration and Centrifugation Optimisation
- AI for Fermentation Temperature and Cooling Control
- Data-Driven Yeast Generation Management and Cropping
- Cutting Wort Boiling Energy With AI
- Predicting Lauter and Wort Separation Performance
- AI-Optimised Mash Temperature Profiles
- Optimising Brewing Water Chemistry With AI
- Predicting Carbonation and Dispense Consistency
- AI for Brewery Workforce and Shift Scheduling
- Cellar Inventory and FIFO Optimisation With AI
- Route Optimisation for Beer Distribution
- AI for Brewery Production Scheduling
#procurement
#promotional-lift-forecasting
#quality-control
- Shelf-Life Trajectories: Visualizing Forced-Ageing and Flavour Stability
- SPC That Actually Catches Drift: Capability, CUSUM and EWMA for Brewers
- True-to-Target: Visualizing Whether a Batch Matches Its Brand Profile
- Beyond the Control Chart: Data Visualizations Brewers Underuse
- The Box Plot in Brewing: Three Beer Use Cases
- The Histogram in Brewing: Three Beer Use Cases
- The Scatter Plot in Brewing: Three Beer Use Cases
- The Bar Chart in Brewing: Three Beer Use Cases
- How to Tell a Good AI Answer from a Confidently Wrong One
- Brewhouse Efficiency and Yield Reconciliation in Excel
- 20 Advanced Brewing Calculations You Can Do in Excel (Formulas Included)
- AI Quality Control in Brewing: Catching Off-Flavors Before Customers Do
- Predicting Optimal Bottling Time and Maturity
- Detecting Wine Faults Early: Brett, Volatile Acidity, TCA
- AI + NIR Spectroscopy for Rapid Brewery QC
- AI-Assisted Sensory Panels and Taster Calibration
- Predicting Chill Haze and Colloidal Stability
- Controlling Dissolved Oxygen in Beer With Machine Learning
- Predicting Beer Flavour Stability and Staling
- Detecting Wild Yeast and Bacterial Contamination Early With ML
- AI for Hot Break, Cold Break, and Wort Clarity
- Computer Vision for Grain Intake and Malt QC
- Quality-Control Charts for Brewing in Tableau
- Beer Authentication and Counterfeit Detection With ML
- Electronic Nose and Tongue: AI for Off-Flavour Detection
- AI for Draught Line Cleaning and Pour Quality
- Predicting Beer Foam and Head Retention
#raw-materials
#reality-check
#recipe
#recipe-design
#recipe-formulation
#recommendations
#regional
#reliability
#reporting-automation
#retail-execution
#revenue-growth-management
#route-to-market
#safety
#safety-culture
#safety-metrics
#sales
#sales-forecasting
#sales-intelligence
- The Heat Map in Brewing: Three Beer Use Cases
- The Bubble Chart in Brewing: Three Beer Use Cases
- The Scatter Plot in Brewing: Three Beer Use Cases
- The Bar Chart in Brewing: Three Beer Use Cases
- Lager Sales Blueprint: E-Commerce, Delivery and DTC
- Lager Sales Blueprint: National and Key Accounts
- Lager Sales Blueprint: Winning On-Premise Tap Handles
- Lager Sales Blueprint: Off-Premise Retail (Grocery, C-Store, Liquor)
- Sales Rep Productivity: Coaching with Data, Not Gut
- Account Churn: Predicting Which Outlets Drop Your Brand
- Lager Sales Blueprint: Winning with Distributors
- Beer Sales Blueprints for Lager Breweries: Five Plays by Channel
- The Perfect Store, Audited by AI at Scale
- On-Premise vs. Off-Premise Intelligence: Two Games, One Portfolio
- Managing Distributors with Data: From Black Box to Scorecard
- White-Space Analytics: Where Non-Alcoholic Beer Should Launch First
- Account Scoring: Finding Your Next 100 Outlets
- Depletion Data Decoded: From Distributor Reports to Action
- An Account-Churn Dashboard in Tableau
- Mapping Beer Sales by Market in Tableau
- A Taproom Sales and Footfall Dashboard in Tableau
- Building a Distributor Scorecard in Tableau
- A Depletions and Sell-Through Dashboard in Tableau
- AI for Taproom Footfall and Staffing Forecasts
- AI for Keg Fleet Tracking and Optimisation
- Beer Recommendation Engines: How AI Suggests Your Next Pint
#sales-management
#scale-up
#scenario-planning
#scope-3
#sensors
- IoT in the Winery: Sensors from Vineyard to Bottle
- IoT in the Distillery: Sensors from Mash to Cask
- IoT in the Brewery: Sensors at Every Step, from Mash to Package
- AI + NIR Spectroscopy for Rapid Brewery QC
- CO2 Evolution as a Real-Time Fermentation Signal
- Electronic Nose and Tongue: AI for Off-Flavour Detection
- Anomaly Detection on Brewery Sensor Data
- AI for Draught Line Cleaning and Pour Quality
#sensory
#sensory-analysis
#shelf-life
#snowflake
#social-pillar
#sop
#spirits
#stability
#steeping
#supply-chain
#supply-demand-planning
#sustainability
- Where Your Extract, Water and Energy Go: Sankey and the Brewhouse Balance
- Sustainable Drinks in the USA: EPA, State Programs and TTB
- Sustainable Drinks in the UK: SECR, EPR and the Data Behind Compliance
- Sustainable Drinks in India: BEE, CPCB and Water Norms
- Sustainable Drinks in the EU: CSRD, EU ETS and Packaging (PPWR)
- A Sustainability Data Roadmap for Beverage Producers: The Phases
- Turning Spent Grain, Pomace and Draff into Value with Data
- Cutting Packaging Footprint: Glass, Can and Keg Emissions with Data
- Generative AI for Sustainability SOPs, Training and Audits
- Cold Chain and Distribution Emissions: Route and Refrigeration Analytics
- Using Claude and ChatGPT to Draft Your CSRD and ESG Reports
- By-Product and Circular-Economy Analytics for Drinks Producers
- What Should a Brewery Do With Spent Grain? Feed, Food, or Fuel by the Numbers
- AI Won't Replace Brewers — Here's the Part Machines Can't Touch
- CO2 Recovery and Refrigeration: Cutting Emissions and Cost
- Carbon Accounting for Beverage Producers: Scope 1, 2 and 3 with Data
- CIP Optimisation: Saving Water, Chemicals and Energy with AI
- Wastewater and Effluent Analytics for Breweries and Distilleries
- Cutting Water Use in Brewing: The Water-to-Beer Ratio, with Data
- Winery Energy: AI for Cooling, Presses and Peak Demand
- Distillery Energy and Heat Recovery: Using Data to Cut Fuel and Power
- Cutting Brewery Electricity Use with AI: Refrigeration, Compressors and Load
- Making a Beer, Wine and Whiskey Business More Sustainable with AI and Data
- Cutting Process Water and Effluent Load With AI
- Reducing Packaging Material Waste With AI
- An ESG Sustainability Dashboard in Tableau (Water, Energy, Carbon per hl)
- Planning for CO2 Shortages With Predictive Models
#tableau
- An Executive KPI Scorecard for a Brewery in Tableau
- A Distillery Production and Spirit-Yield Dashboard in Tableau
- A Sensory-Panel Results Dashboard in Tableau
- An EHS Safety-Incident Dashboard in Tableau
- A Whisky Blending and Sensory Dashboard in Tableau
- An ESG Sustainability Dashboard in Tableau (Water, Energy, Carbon per hl)
- An Account-Churn Dashboard in Tableau
- A Maturing-Stock Inventory and Valuation Dashboard in Tableau
- A Brand and Marketing Performance Dashboard in Tableau
- A New-Product Launch Tracker in Tableau
- A Rackhouse Microclimate Dashboard in Tableau
- Promotion-Lift Analysis in Tableau
- Mapping Beer Sales by Market in Tableau
- A Cask Maturation and Angel's-Share Dashboard in Tableau
- A Taproom Sales and Footfall Dashboard in Tableau
- A Procurement and Commodity-Price Dashboard in Tableau
- A Wine DTC and Varietal Sales Dashboard in Tableau
- A COGS-per-Hectolitre Dashboard in Tableau
- An Inventory and Stock-Age Dashboard in Tableau
- A Wine Tasting-Score and Blending Dashboard in Tableau
- Demand Forecasting and What-If Analysis in Tableau
- Building a Distributor Scorecard in Tableau
- A Cellar and Barrel-Ageing Inventory Dashboard in Tableau
- A Depletions and Sell-Through Dashboard in Tableau
- Visualising Packaging-Line OEE in Tableau
- A Wine Fermentation Monitoring Dashboard in Tableau
- A Live Fermentation-Monitoring Dashboard in Tableau
- Quality-Control Charts for Brewing in Tableau
- A Vineyard Yield and Harvest Dashboard in Tableau
- Building a Brewery Production and Yield Dashboard in Tableau
#tasting
#tasting-notes
#team-performance
#traceability
#trade-promotion
#trend-forecasting
#ttb
#uk
#usa
#use-cases
#variance-analysis
#vibe-coding
#vibe-coding-brewers
#viticulture
#water
- CIP Optimisation: Saving Water, Chemicals and Energy with AI
- Wastewater and Effluent Analytics for Breweries and Distilleries
- Cutting Water Use in Brewing: The Water-to-Beer Ratio, with Data
- Making a Beer, Wine and Whiskey Business More Sustainable with AI and Data
- Cutting Process Water and Effluent Load With AI
- Optimising Brewing Water Chemistry With AI
#water-chemistry
#water-stewardship
#water-volumes
#weather-demand-forecasting
#whiskey
- Why Power BI Dashboards Die in Distilleries and Breweries: The Domain Gap
- Descriptive, Diagnostic, Predictive, Prescriptive: The Four Analytics in a Distillery
- Where a Distillery Actually Starts with AI
- AI vs Machine Learning vs Generative AI: Which Is Which in the Distillery
- What Is Generative AI? The Difference That Matters for Distillers
- What Is Machine Learning? Pattern-Finding for the Distillery
- What Is AI, Really? A Distiller's Plain-Language Guide
- IoT in the Distillery: Sensors from Mash to Cask
- Beyond Beer: Taking AI into Wine, Whiskey & Mead — Where I'm Headed Next
- Can AI Write Tasting Notes for Beer, Wine & Whiskey?
- Can AI Predict Whiskey Maturation and Cask Quality?
- Microsoft Fabric for Distilleries: 20 Use Cases for Whiskey (and 3 Case Studies)
- Snowflake Across the Distillery Business, Vertical by Vertical
- Snowflake for Distilleries: 20 Use Cases
- Claude AI and Claude Code for Distilleries: Where the Anthropic Ecosystem Helps
- Distillery Energy and Heat Recovery: Using Data to Cut Fuel and Power
- Databricks Across the Distillery Business, Vertical by Vertical
- How a Distillery Should Start with AI and Gen AI: The Phases
- Databricks for Distilleries: 20 Use Cases
- Predicting Optimal Bottling Time and Maturity
- AI for Whisky Blending and Vatting Consistency
- Optimising Rackhouse Microclimate With AI
- Predicting Congener Evolution During Maturation
- AI for Cask Selection and Maturing-Stock Inventory
- Forecasting the Angel's Share: Modelling Cask Evaporation Loss
- Predicting New-Make Spirit Flavour
- Can AI Pick Distillation Cut Points (Heads, Hearts, Tails)?
- A Rackhouse Microclimate Dashboard in Tableau
- A Cask Maturation and Angel's-Share Dashboard in Tableau
#wine
- Why Power BI Dashboards Die in Wineries: The Domain Gap
- Descriptive, Diagnostic, Predictive, Prescriptive: The Four Analytics in a Winery
- IoT in the Winery: Sensors from Vineyard to Bottle
- Beyond Beer: Taking AI into Wine, Whiskey & Mead — Where I'm Headed Next
- Can AI Write Tasting Notes for Beer, Wine & Whiskey?
- Can AI Predict Wine Quality Before the Harvest?
- Microsoft Fabric for Wineries: 20 Use Cases (and 3 Case Studies)
- Claude AI and Claude Code for Wineries: Where the Anthropic Ecosystem Helps
- Snowflake Across the Winery Business, Vertical by Vertical
- How a Winery Should Start with AI and Gen AI: The Phases
- Snowflake for Wineries: 20 Use Cases
- Winery Energy: AI for Cooling, Presses and Peak Demand
- Databricks Across the Winery Business, Vertical by Vertical
- Databricks for Wineries: 20 Use Cases
#winemaking
- The Translator: When the Winemaker Is Also the Power BI Developer
- Why Power BI Dashboards Die in Wineries: The Domain Gap
- Descriptive, Diagnostic, Predictive, Prescriptive: The Four Analytics in a Winery
- IoT in the Winery: Sensors from Vineyard to Bottle
- Microsoft Fabric for Wineries: 20 Use Cases (and 3 Case Studies)
- Claude AI and Claude Code for Wineries: Where the Anthropic Ecosystem Helps
- Snowflake Across the Winery Business, Vertical by Vertical
- How a Winery Should Start with AI and Gen AI: The Phases
- Snowflake for Wineries: 20 Use Cases
- Winery Energy: AI for Cooling, Presses and Peak Demand
- Databricks Across the Winery Business, Vertical by Vertical
- Databricks for Wineries: 20 Use Cases
- Computer Vision for Grape Sorting and Vineyard Disease Detection
- AI for Wine Blending Optimisation
- Detecting Wine Faults Early: Brett, Volatile Acidity, TCA
- AI for Wine Fermentation Control (and Stuck Ferments)
- Wine Tasting Meets the Data Stack: AI, Power BI, and ERP
- AI for Vineyard Yield Forecasting
- Predicting Grape Ripeness and the Optimal Harvest Date
- A Wine DTC and Varietal Sales Dashboard in Tableau
- A Wine Tasting-Score and Blending Dashboard in Tableau
- A Cellar and Barrel-Ageing Inventory Dashboard in Tableau
- A Wine Fermentation Monitoring Dashboard in Tableau
- A Vineyard Yield and Harvest Dashboard in Tableau
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