Zebra Technologies Corporation · NASDAQ:ZBRA
Zebra Technologies — Technical Presentation (2023)
19 slides from Zebra Technologies's technical presentation, 2023
Slide 1: Some time on the AI Workbench
Some time on the AI Workbench Nicholas Wegman and Moez Ali AI Product and Data Science 1
Slide 2: Demand Intelligence: Optimizing Inventory Decisions for Retail
Demand Intelligence: Optimizing Inventory Decisions for Retail Forecast sales Ensure product is Meet current Profitably with the most in the right location demand based sell-through all accurate view of for in-store and recent consumer inventory by end demand online demand trends of season Forecast
Slide 3: Leverage More Demand Drivers to Sharpen Demand Intelligence
Leverage More Demand Drivers to Sharpen Demand Intelligence External Drivers Social Internal Weather Optimal Inventory Promotion Drivers Price Decision-Making Point Demand Local Drivers Inventory of Sale events The right The right Shipments Markdowns quantity allocation Macro- economics Competition
Slide 4: Demand Intelligence Platform
Demand Intelligence Platform DATA SOURCES DATA DEMAND PLANNNG SFTP/BLOB COMPANY’S DATA COPY ATP POINT OF SALE SHIPMENTS INVENTORY DSD PO PRICE PROMOTION MARKDOWNS ERP SYSTEM BUY QUANTIFICATION KEY ITEM MARKETING PLANNING SPEND ATTRIBUTES GEO-SPATIAL ANOMALY DATA MODELING AI WEIGHTED DEMAND DATABASE
Slide 5: Combining the benefits of internal data science team with a SaaS Platform
Combining the benefits of internal data science team with a SaaS Platform Minimal Customization Combining Infrastructure Flexibility Domain of an internal Rapid Knowledge solution with Deployment reliability Flexibility of SaaS Scalability and and Control Maintenance ZEBRA TECHNOLOGIES 5
Slide 6: A low-code, no-code Data Science Machine Learning Platform for Forecasting
A low-code, no-code Data Science Machine Learning Platform for Forecasting DATA MARKETPLACE DEMAND MODELING STUDIO ANTUIT SOLUTION LAYER DATA SOURCES A low-code, no-code Data Science Machine Learning Platform SOLUTION TEMPLATES Blob Storage PREPARE MODEL DEPLOY • Data ETL in no- • Proprietary ANN •
Slide 7: Our Forecasting Methodology
Our Forecasting Methodology ZEBRA TECHNOLOGIES
Slide 8: How do we forecast: AI is the enabler to predict, shape and fulfill demand
How do we forecast: Al is the enabler to predict, shape and fulfill demand d e m a n d and man d o se e d e Decomp Forecas t ba s tify d riv er lifts y d rivers Iden rla an d o ve ZEBRA TECHNOLOGIES
Slide 9: Decompose demand and Identify driver lifts
Decompose demand and Identify driver lifts Automated data Feature Extracting Augmented anomaly extraction & demand drivers new product detection – Analytical impact *introduction… events and hierarchy (elasticities) promotions New entities ramp-up Events and outliers Data attributes to Event and cur
Slide 10: Forecast base demand and overlay promotions
Forecast base demand and overlay promotions Disaggregation Selecting models Arriving at to the Overlay driver & parameters optimal level consumption impact to build to maximize to forecast level final forecast accuracy leveraging ML Accurate base demand Accurate base demand Right-level to forecast f
Slide 11: Demand Modeling Studio 3.0
Demand Modeling Studio 3.0 ZEBRA TECHNOLOGIES
Slide 12: Drag and Drop Canvas, Easy to configure, 100+ built-in transformers
🖱 Drag and Drop Canvas 🤗 Easy to configure 🏠 100+ built-in transformers ZEBRA TECHNOLOGIES 12
Slide 13: Interactive Experimentation, Easy to Debug, Exploratory Data Analysis
🚀 Interactive Experimentation 💻 Easy to Debug 📈 Exploratory Data Analysis ZEBRA TECHNOLOGIES
Slide 14: Import dataset from multiple sources
📁 Import dataset from multiple sources (File Storage, Blob Storage, RDBMS, Delta Tables*) ZEBRA TECHNOLOGIES
Slide 15: Easy to Monitor, Easy to Deploy, One-click deployment
📈 Easy to Monitor ✅ Easy to Deploy 🚀One-click deployment ZEBRA TECHNOLOGIES
Slide 16: Track Lineage Easily, Reproducibility, Performance Optimization
🔗 Track Lineage Easily ✅ Reproducibility 🔧 Performance Optimization ZEBRA TECHNOLOGIES
Slide 17: Work Collaboratively, Access Control, Private and Team projects
🤝 Work Collaboratively 🔑 Access Control 💼 Private and Team projects ZEBRA TECHNOLOGIES
Slide 18: Questions
Questions ZEBRA TECHNOLOGIES
Slide 19: Thank You
Thank You ZEBRA and the stylized Zebra head are trademarks of Zebra Technologies Corp., registered in many jurisdictions worldwide. All other trademarks are the property of their respective owners. ©2023 Zebra Technologies Corp. and/or its affiliates. All rights reserved. ZEBRA TECHNOLOGIES