Post on 24-Jul-2020
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aich nin the
food
Danny LinPrincipal,
Analytics & Cognitive
How Companies are Using Disruptive Technologies to Win in the Meat Aisle
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Artificial Intelligence is the science of making machines do things that would require intelligence if done by men
Marvin Minsky
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A I I N T H E F O O D C H A I N
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Today, we will discuss…A I I N T H E F O O D C H A I N
INGREDIENTSA “consumer grade”
overview of relevant AI technologies
MEALSAn exploration into high
impact opportunities across a grocer’s enterprise
CHEFSResearch, learnings, and
recommendations for those structuring and executing
Simple ingredients
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BEEF, WATER, CONTAINS 2% OR LESS OF:
SALT, SODIUM LACTATE, SPICE,
HYDROLYZED SOY PROTEIN, PAPRIKA,
SODIUM DIACETATE, GARLIC POWDER,
SODIUM ERYTHORBATE, SODIUM NITRITE,
FLAVORINGS
BEEF, WATER, VINEGAR, SEA SALT,
SMOKED PAPRIKA, PEPPER, GARLIC,
CUMIN, CAYENNE
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INGREDIENTS: BIG DATA, IOT,
UNSTRUCTURED DATA, EDGE
COMPUTING, ARTIFICIAL
INTELLIGENCE, MACHINE LEARNING,
AUTOMATION, AUGMENTED REALITY,
VIRTUAL REALITY, VOICE, CLOUD,
BLOCKCHAIN, APPLICATION PROGRAM
INTERFACES
WARNING: CONTAINS BUZZWORDS
INGREDIENTS: FAST, GRANULAR,
CONNECTED, SMART, INTUITIVE,
SIMPLE, CONSISTENT
CERTIFIED ORGANIC GROWTH
AND INEFFICIENCY FREE
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A I I N T H E F O O D C H A I N
Simple AI ingredients
Machine Learning
ComputerVision
Physical & Software Robotics
ExpertSystems
Natural Language
Processing & Generation
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Machine LearningAbility of statistical models to develop capabilities and improve their performance over time without the need to follow explicitly programmed instructions
A I I N T H E F O O D C H A I N
Recipe Generation
IBM Watson
Autonomous Recruiting
Unilever
Dynamic Pricing
Perfect Price
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Whole Foods - Paleo
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Expert SystemsAn artificial agent which leverages pre-programmed expert knowledge to offer advice or make decisions
A I I N T H E F O O D C H A I N
Predictive Maintenance
Rockwell Automation
Retail Floor Sensors
Scanalytics
Smart Refrigerators
Samsung
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Computer VisionThe automatic extraction, analysis, understanding of, and engagement with images or videos
A I I N T H E F O O D C H A I N
‘Try On At Home’ AR
L’Oréal's Style My Hair app.
Virtual Merchandising
Tesco
Autonomous Check-Out
Amazon Go
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Natural Language Processing & GenerationThe automatic extraction, analysis, and generation of human language
A I I N T H E F O O D C H A I N
Speech Interface
Amazon Echo
Tone Analyzer
IBM
Sentiment Analysis
Sephora
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Physical & Software RoboticsThe science of designing, constructing, operating, and applying robots to solve human problems
A I I N T H E F O O D C H A I N
Robotic Beef Rib Cutting
Scott Automation
Robotic Process Automation
Blue Prism, Automation Anywhere, UI Path
Robotic Store Audits
Bossa Nova
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Crafting exquisite “meals” in grocery
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A I I N T H E F O O D C H A I N
Winning in merchandising and sales
“Algorithmic Merchandising and Selling”
Leverage local customer data, comparable store data and machine learning algorithms to serve store managers recommended actions to drive revenue.
Other Recipes Machine
Learning
Spotlight Meal
Meal Examples
Cognitive Ingredients
• Dynamic optimized pricing
• Buzz to need displays
Natural Language
Generation
Airline Credit
Department and
In-Flight Service
Retailer In-Store
Ops Management
Recommendations
Food & Beverage
Local In-Store Sales
Consultants
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A I I N T H E F O O D C H A I N
Winning in marketing and promotions
“Personalized messaging and content”
Leverage machine learning and natural language generation to deliver personalized messaging, offers, and content to customers at scale, while matching unique customer preferences
Other Recipes
• Customer behavior prediction
• Link inventory management systems with programmatic advertising
Spotlight Meal
Meal Examples
Cognitive Ingredients
Machine
Learning
Natural Language
Generation
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A I I N T H E F O O D C H A I N
Winning in store ops and fulfillment
“Automated picking system”
Leverage physical robots to automate the picking process. Next Gen automated picking systems are small enough to install in stores, opening the door to same-day service for retailers
Other Recipes Physical and
software robotics
• Predictive maintenance
• Quality failure detection
• Inventory management item master robot
Spotlight Meal
Meal Examples
Cognitive Ingredients
Computer
Vision
Expert Systems
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aich nin the
food
Danny LinPrincipal,
Analytics & Cognitive
Questions?