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# AI Use Case Navigator

Displaying 25 of 25 use cases

### Demand Forecasting with DeepAR

**Company:** Amazon

Time Series (DL)

Supply Chain

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### Outcome

Reduced inventory waste, improved stock accuracy across warehouses

### Source

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### Metadata

AI Type: Time Series Dl

Business Function: Supply Chain

### Smart Reply in Gmail

**Company:** Google

NLP

Customer Communication

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### Outcome

Increased user productivity by ~10% through one-click email replies

### Source

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### Metadata

AI Type: Nlp

Business Function: Customer Communication

### AI-Driven Trend Prediction

**Company:** Zara

Predictive Modeling

Fashion/Design

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### Outcome

Faster collection development aligned with customer preferences

### Source

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### Metadata

AI Type: Predictive Modeling

Business Function: Fashion Design

### Full Self-Driving (FSD) Beta

**Company:** Tesla

Deep Learning (CV)

Operations/Logistics

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### Outcome

Real-time road analysis, dynamic routing, improved safety

### Source

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### Metadata

AI Type: Deep Learning Cv

Business Function: Operations Logistics

### Watson for Oncology

**Company:** IBM

NLP + ML

Healthcare/R&D

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### Outcome

Provided personalized treatment recommendations in hospitals

### Source

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### Metadata

AI Type: Nlp + Ml

Business Function: Healthcare R&d

### Personalized Shopping Recommendations

**Company:** Nike

Machine Learning

E-commerce

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### Outcome

Boosted conversion rates through tailored product suggestions

### Source

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### Metadata

AI Type: Machine Learning

Business Function: E-commerce

### ETA Prediction with ML

**Company:** Uber

Time Series + Regression

Logistics

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### Outcome

Improved rider and driver satisfaction via more accurate ETAs

### Source

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### Metadata

AI Type: Time Series + Regression

Business Function: Logistics

### Smart Logistics with AI

**Company:** Alibaba

Optimization + ML

Supply Chain

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### Outcome

Shortened delivery times during Singles Day by 30%

### Source

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### Metadata

AI Type: Optimization + Ml

Business Function: Supply Chain

### Predictive Maintenance in Factories

**Company:** Siemens

IoT + ML

Manufacturing

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### Outcome

Prevented equipment downtime and improved efficiency

### Source

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### Metadata

AI Type: Iot + Ml

Business Function: Manufacturing

### AI Chip Design Automation

**Company:** Intel

Deep Reinforcement Learning

Engineering/R&D

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### Outcome

Reduced chip design time and resource cost

### Source

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### Metadata

AI Type: Deep Reinforcement Learning

Business Function: Engineering R&d

### AI-enhanced Camera Scene Detection

**Company:** Samsung

Computer Vision

Consumer Electronics

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### Outcome

Improved mobile photography with smart auto-tuning

### Source

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### Metadata

AI Type: Computer Vision

Business Function: Consumer Electronics

### AI Skin Diagnostic Tool

**Company:** L’Oréal

Computer Vision

Customer Experience

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### Outcome

Enabled personalized skincare advice online

### Source

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### Metadata

AI Type: Computer Vision

Business Function: Customer Experience

### AI in Product R&D

**Company:** Nestlé

ML + Simulation

Food & Beverage

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### Outcome

Accelerated new product formulation using ingredient simulations

### Source

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### Metadata

AI Type: Ml + Simulation

Business Function: Food & Beverage

### Content Recommendation Engine

**Company:** Netflix

Recommendation

Marketing/UX

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### Outcome

75% of viewing driven by personalized recommendations

### Source

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### Metadata

AI Type: Recommendation

Business Function: Marketing Ux

### Visual Inspection for Car Defects

**Company:** BMW

Computer Vision

Manufacturing/Quality

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### Outcome

Reduced error detection time by 50%, increased consistency

### Source

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### Metadata

AI Type: Computer Vision

Business Function: Manufacturing Quality

### AI Playlist Personalization

**Company:** Spotify

Recommendation

Marketing/Product

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### Outcome

Increased user retention and engagement by tailoring playlists

### Source

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### Metadata

AI Type: Recommendation

Business Function: Marketing Product

### Talent Recruitment Chatbot

**Company:** Unilever

Conversational AI

HR

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### Outcome

Reduced screening time by 75%, improved candidate satisfaction

### Source

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### Metadata

AI Type: Conversational Ai

Business Function: Hr

### Dynamic Pricing Optimization

**Company:** Airbnb

Predictive Modeling

Revenue Management

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### Outcome

Increased revenue per night based on real-time demand forecasts

### Source

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### Metadata

AI Type: Predictive Modeling

Business Function: Revenue Management

### Hate Speech Detection

**Company:** Meta

NLP

Content Moderation

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### Outcome

Removed harmful content automatically, improving user safety

### Source

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### Metadata

AI Type: Nlp

Business Function: Content Moderation

### AI-powered Photo Editing (Sensei)

**Company:** Adobe

Computer Vision

Creative Tools

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### Outcome

Enabled automated photo tagging and background removal

### Source

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### Metadata

AI Type: Computer Vision

Business Function: Creative Tools

### Einstein AI for CRM

**Company:** Salesforce

Predictive Analytics

Sales & Marketing

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### Outcome

Improved lead scoring and customer retention

### Source

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### Metadata

AI Type: Predictive Analytics

Business Function: Sales & Marketing

### Content Recommendation Algorithm

**Company:** TikTok

Recommendation

Engagement/UX

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### Outcome

Massive user retention through short-form content personalization

### Source

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### Metadata

AI Type: Recommendation

Business Function: Engagement Ux

### In-store Customer Heat Mapping

**Company:** Walmart

Computer Vision

Retail Analytics

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### Outcome

Optimized product placement by analyzing foot traffic

### Source

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### Metadata

AI Type: Computer Vision

Business Function: Retail Analytics

### Translator for Teams

**Company:** Microsoft

NLP + Speech Recognition

Communication Tools

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### Outcome

Enabled real-time multilingual collaboration in meetings

### Source

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### Metadata

AI Type: Nlp + Speech Recognition

Business Function: Communication Tools

### Autonomous Taxi Platform

**Company:** Baidu

Computer Vision + RL

Mobility

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### Outcome

Launched self-driving taxis in China

### Source

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### Metadata

AI Type: Computer Vision + Rl

Business Function: Mobility