Generative AI Market

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Description

Generative AI is a type of artificial intelligence that is capable of generating new and original data or content, such as images, music, or text. Unlike other types of AI, which are designed to recognize and classify existing data, generative AI uses algorithms to create new data that did not previously exist. This is done by analyzing patterns and relationships within the data and generating new content based on those patterns.

 

The technology is advancing rapidly, with new models and architectures being developed to improve the quality and diversity of generated content. The technology like GANs, transformers, and VAEs, which allowed for more realistic and complex generative models. However, challenges still existed in areas such as data privacy and bias, which needed to be addressed to ensure ethical and fair use of the technology.

 

The market is driven by the increasing need for automation and the growing adoption of generative AI in various industries. Additionally, the rise of deep learning algorithms and the availability of large datasets have also fueled the growth of the market.

 

Generative AI has already started creating impact on variety of industries such as media and entertainment, healthcare, finance, and many others. It has enabled the creation of more personalized content and products, improved the efficiency of data processing and analysis, and made it easier for businesses to automate their operations.

 

It accelerates the overall transformation of traditional business into a full fledge algorithmic business while incorporating generative AI solution into their infrastructure, applications, and operational processes. Self-replicating infrastructure and machine will be the new reality. We predict that more than 90% businesses across the world will be impacted by generative AI.

 

It will incorporate data driven decision making capabilities into the core process of businesses. It provides various tools to decision makers to build and implement innovative solutions across the entire operation. AI enable companies to unlock the opportunities associated with unlimited data generated from various sources such as inventory, workforce, factory level data, warehouse, supplier, distributor, and customer. The machine learning capabilities will generate those data in favour of organizations and converts the reactive approach into proactive decision-making approach.

 

This research assesses the combined impact of generative AI market in various aspects like embedded consumer device, IoT device, embedded IoT system, software and platform, and professional service sphere.

 

The research also discusses the inherent relation of generative AI with AGI, ASI, and strong AI, the impact of enabling technology like 5G, Industry 4.0, MEC, self-driven network, and others, the potential implication and use cases in different industry verticals, and the market growth factors including Covid-19 impact.

 

Finally, the report projects generative AI market during the period of 2024 – 2030 and discusses product and services of leading market players.

  • Learn generative AI with market structure and segmentation
  • Learn market growth factors and inherent challenges
  • Know the value chain players and their role
  • Know regulatory landscape and recent industry progress
  • Learn key generative AI technologies
  • Learn generative AI markets like infrastructure, software, and services
  • Learn generative AI products and potential use cases or applications
  • Know leading market players along with their product and initiatives
  • Learn quantitative market for generative AI and branches during 2024 – 2030 along with embedded unit deployment
  • Outline exclusive recommendation for value chain partners
  • Generative AI will work as foundation for Strong AI
  • Generative AI market poised to reach USD $120.3B by 2030
  • API solution will grow at 47% CAGR
  • GANs will be leading technology
  • Healthcare & Medical will be leading industry vertical
  • 495.7 million AI embedded unit will be deployed by 2030
  • North America will lead Generative AI market

AI Companies, Semiconductor Companies, OEM Companies, Mobile Network Operators, IoT Companies, Data Analytics Providers, Automation Companies, Robotics Companies, Infrastructure Solution Provider, Could Companies, Large Enterprises

  • 24/7.ai Inc.
  • Adept AI Labs
  • Adobe Inc.
  • Advanced Micro Devices (AMD) Inc.
  • AIBrian Inc.
  • Alphabet Inc. (Google)
  • Altair Engineering Inc.
  • Amazon Inc. (AWS)
  • Anthropic
  • Apple Inc.
  • Archistar Pty Ltd
  • ARM Limited
  • Baidu Inc.
  • Buddy
  • Circle Labs
  • Cisco Systems
  • CloudMinds
  • CoLane (Fraight AI)
  • CommonSim-1 (csm.ai)
  • CoPilot
  • Cresta
  • ai
  • Descript
  • D-ID (De-Identification Ltd.)
  • Digital Reasoning Systems Inc.
  • EmailTriager
  • Fiddler AI
  • General Electric (GE)
  • General Vision Inc.
  • Genie AI Ltd.
  • Glean Technologies Inc.
  • Grain
  • Graphcore
  • ai
  • Hebbia AI
  • Hewlett Packard Enterprise (HPE)
  • Huawei Technologies Co. Ltd.
  • HubSpot (Motion AI)
  • Hugging Face
  • IBM Corporation (SXiQ)
  • Inbenta Technologies Inc.
  • Intel Corporation
  • iRobot Corporation
  • Jasper AI
  • LG Electronics
  • Lockheed Martin
  • Mem Mem Labs Inc.
  • Meta Platform (Facebook)
  • Microchip Technology (Atmel Corporation)
  • Microsoft Corporation
  • MOSTLY AI
  • Nuance Communications Inc.
  • Open AI (ChatGPT)
  • OpenAPI Initiative (OAI)
  • Oracle Corporation
  • OthersideAI (HyperWrite)
  • ai
  • Qualcomm Incorporated
  • RelationalAI
  • ai
  • Rockwell Automation Inc.
  • Samsung Electronics Co Ltd.
  • ai
  • Scribe
  • io
  • SK Telecom
  • Snowflake Inc (Streamlit)
  • SoftBank Robotics Holding Corp.
  • SparkCognition Inc.
  • Stability AI
  • Synthesia Limited
  • Thales Group (Gemalto N.V.)
  • ai
  • Ultraleap (Leap Motion)
  • Weights & Biases
  • Wind River Systems Inc.

1        Executive Summary

1.1     Overview

1.2     Research Objectives

1.3     Select Findings

2        Introduction

2.1     Defining Generative AI

2.1.1   Relation with AGI

2.1.2   Relation with ASI

2.1.3   Strong AI and Generative AI

2.1.4   Machine Learning and Generative AI

2.1.5   Conversational User Interface and Generative AI

2.1.6   Stakeholder Benefits

2.2     How Generative AI Functions

2.3     Generative AI and Ethics

2.4     Generative AI to Replace Human

2.5     Market Segmentation Analysis

2.5.1   Generative AI Infrastructure Market

2.5.2   Generative AI Software Market

2.5.3   Generative AI Service Market

2.6     Market Dynamic Analysis

2.6.1   Market Driver Analysis

2.6.2   Market Challenge Analysis

2.6.3   Market Opportunity Analysis

2.7     Covid 19 Impact Analysis

2.8     Generative AI Value Chain Analysis

2.8.1   Hardware Manufacturers

2.8.2   IoT Companies

2.8.3   Software Companies

2.8.4   Analytics Providers

2.8.5   AI Companies

2.8.6   End Users

2.9     Regulatory Scenario Analysis

2.1     Competitive Landscape Analysis

2.11    Recent Industry Development

2.12    Generative AI Investment Analysis

3        Technology and Application Analysis

3.1     Generative AI Infrastructure Analysis

3.1.1   Consumer Device

3.1.1.1          Wearable Device

3.1.1.2          Smartphone

3.1.1.3          Tablet

3.1.1.4          Desktop

3.1.1.5          Laptop

3.1.2   Embedded IoT Device

3.1.2.1          Medical Equipment

3.1.2.2          Smart Appliances

3.1.2.3          Industrial Machines

3.1.2.4          Robotics Device and Drone

3.1.2.5          Entertainment Device

3.1.2.6          Security Devices

3.1.2.7          Networking Devices

3.1.2.8          V2X Devices

3.1.2.9          Smart Grid Device

3.1.2.10        Military Device

3.1.2.11        Energy Management Device

3.1.2.12        Agriculture Specific Device

3.1.3   Embedded IoT System

3.1.3.1          Connected home system

3.1.3.2          Public place monitoring system

3.1.3.3          Connected utility system

3.1.3.4          Precision agriculture system

3.1.3.5          Smart parking system

3.1.3.6          Smart apparels

3.2     Generative AI Software Analysis

3.2.1   Embedded Software

3.2.1.1          Generative Intelligence

3.2.1.2          Chatbots or Digital Personal Assistant

3.2.1.3          Monitoring and Tracking

3.2.1.4          Surveillance and Security

3.2.1.5          Analytics and Insights

3.2.1.6          D2D Communication

3.2.1.7          Authentication and Authorization

3.2.1.8          Regulatory and Compliance

3.2.2   AI Platform

3.2.2.1          API Solution

3.2.2.2          SDK Solution

3.3     Generative AI Technology Analysis

3.3.1   Generative Adversarial Networks (GANs)

3.3.2   Transformers

3.3.3   Variational Auto-encoders

3.3.4   Diffusion Networks

3.4     Enabling Technology and Impact Analysis

3.4.1   LTE vs. 5G Connectivity

3.4.2   Multiaccess Edge Computing (MEC)

3.4.3   Industry 4.0 and Factory Automation

3.4.4   Self-Driven Network and Domain Specific Network

3.4.5   Cloud Robotics and Surveillance

3.4.6   Predictive Analytics and Design

3.4.7   Smart Workplace and City Management

3.5     Generative AI Product Analysis: Text vs. Video vs. Image

3.6     Generative AI Deployment Analysis: On-premise vs. Cloud vs. Hybrid

3.7     Generative AI Adoption Analysis: SMBs vs. Large Enterprise vs. Government Institute

3.8     Generative AI Application and Use Case Analysis

3.8.1   Media, Advertising, & Entertainment

3.8.2   Banking and Financial Institute

3.8.3   Telecommunication & IT

3.8.4   Healthcare & Medical

3.8.5   Automotive, Transportation & Logistics

3.8.6   Industrial & Manufacturing

3.8.7   Retail, Apparel, & Consumer Electronics

3.8.8   Building and Construction

3.8.9   Agriculture

3.8.10 Security and Surveillance

3.8.11 Government, Military and Defense

3.8.12 Utility and Energy

3.8.13 Education and Learning

4        Company Analysis

4.1     Adobe Inc.

4.2     Amazon Inc. (AWS)

4.3     D-ID (De-Identification Ltd.)

4.4     Genie AI Ltd.

4.5     Alphabet Inc. (Google)

4.6     IBM Corporation (SXiQ)

4.7     Microsoft Corporation

4.8     MOSTLY AI

4.9     Rephrase.ai

4.1     Synthesia Limited

4.11    Open AI (ChatGPT)

4.12    Altair Engineering Inc.

4.13    Archistar Pty Ltd

4.14    OpenAPI Initiative (OAI)

4.15    Anthropic

4.16    Cresta

4.17    Adept AI Labs

4.18    Stability AI

4.19    Jasper AI

4.2     Circle Labs

4.21    Hugging Face

4.22    Glean Technologies Inc.

4.23    Snowflake Inc (Streamlit)

4.24    Deepdub.ai

4.25    Weights & Biases

4.26    Tonic.ai

4.27    Fiddler AI

4.28    OthersideAI (HyperWrite)

4.29    RelationalAI

4.3     Hebbia AI

4.31    Sanas.ai

4.32    CommonSim-1 (csm.ai)

4.33    CoPilot

4.34    Descript

4.35    EmailTriager

4.36    Grain

4.37    Mem Mem Labs Inc.

4.38    Otter.ai

4.39    Scribe

4.4     24/7.ai Inc.

4.41    Advanced Micro Devices (AMD) Inc.

4.42    AIBrian Inc.

4.43    Apple Inc.

4.44    ARM Limited

4.45    Microchip Technology (Atmel Corporation)

4.46    Baidu Inc.

4.47    Buddy

4.48    Cisco Systems

4.49    CloudMinds

4.5     Digital Reasoning Systems Inc.

4.51    Meta Platform (Facebook)

4.52    CoLane (Fraight AI)

4.53    Thales Group (Gemalto N.V.)

4.54    General Electric (GE)

4.55    General Vision Inc.

4.56    Graphcore

4.57    H2O.ai

4.58    Hewlett Packard Enterprise (HPE)

4.59    Huawei Technologies Co. Ltd.

4.6     Inbenta Technologies Inc.

4.61    Intel Corporation

4.62    iRobot Corporation

4.63    Ultraleap (Leap Motion)

4.64    LG Electronics

4.65    Lockheed Martin

4.66    HubSpot (Motion AI)

4.67    Nuance Communications Inc.

4.68    Oracle Corporation

4.69    Qualcomm Incorporated

4.7     Rockwell Automation Inc.

4.71    Samsung Electronics Co Ltd.

4.72    Sentient.io

4.73    SK Telecom

4.74    SoftBank Robotics Holding Corp.

4.75    SparkCognition Inc.

4.76    Wind River Systems Inc.

5        Market Analysis and Forecasts 2023 – 2030

5.1     Global Generative AI Market 2023 – 2030

5.1.1   Global Generative AI Market 2023 – 2030

5.1.2   Global Generative AI Market by Component

5.1.2.1          Global Generative AI Market by Hardware

5.1.2.1.1       Global Generative AI Market by Embedded Device

5.1.2.1.1.1    Global Generative AI Market by Consumer Device

5.1.2.1.1.2    Global Generative AI Market by Embedded IoT Device

5.1.2.1.2       Global Generative AI Market by Embedded IoT System

5.1.2.2          Global Generative AI Market by Software

5.1.2.2.1       Global Generative AI Market by Embedded Software Solution

5.1.2.2.2       Global Generative AI Market by Platform Solution

5.1.2.3          Global Generative AI Market by Service Type

5.1.2.3.1       Global Generative AI Market by Professional Service Type

5.1.3   Global Generative AI Market by Technology

5.1.4   Global Generative AI Market by Product Type

5.1.5   Global Generative AI Market by Deployment Model

5.1.6   Global Generative AI Market by Enterprise

5.1.7   Global Generative AI Market by Industry Vertical

5.1.7.1          Global Generative AI Market by Media, Advertising, & Entertainment Application

5.1.7.2          Global Generative AI Market by Banking and Financial Application

5.1.7.3          Global Generative AI Market by Telecommunication & IT Application

5.1.7.4          Global Generative AI Market by Healthcare & Medical Application

5.1.7.5          Global Generative AI Market by Automotive, Transportation & Logistics Application

5.1.7.6          Global Generative AI Market by Industrial & Manufacturing Application

5.1.7.7          Global Generative AI Market by Retail, Apparel, & Consumer Electronics Application

5.1.7.8          Global Generative AI Market by Building and Construction Application

5.1.7.9          Global Generative AI Market by Agriculture Application

5.1.7.10        Global Generative AI Market by Security and Surveillance Application

5.1.7.11        Global Generative AI Market by Government, Military and Defense Application

5.1.7.12        Global Generative AI Market by Utility and Energy Application

5.1.7.13        Global Generative AI Market by Education and Legal Application

5.1.8   Global Generative AI Market by Region

5.1.8.1          North America Generative AI Market by Country

5.1.8.2          Europe Generative AI Market by Country

5.1.8.3          APAC Generative AI Market by Country

5.1.8.4          MEA Generative AI Market by Country

5.1.8.5          Latin America Generative AI Market by Country

5.2     Regional Generative AI Market 2023 – 2030

5.2.1   North America Generative AI Market by Device, IoT System, Software, Service, Technology, Product, and Industry Vertical

5.2.2   Europe Generative AI Market by Device, IoT System, Software, Service, Technology, Product, and Industry Vertical

5.2.3   APAC Generative AI Market by Device, IoT System, Software, Service, Technology, Product, and Industry Vertical

5.2.4   MEA Generative AI Market by Device, IoT System, Software, Service, Technology, Product, and Industry Vertical

5.2.5   Latin America Generative AI Market by Device, IoT System, Software, Service, Technology, Product, and Industry Vertical

5.3     Global Generative AI Embedded Unit Deployment 2023 – 2030

5.3.1   Global Generative AI Embedded Unit Deployment 2023 – 2030

5.3.2   Global Generative AI Embedded Unit Deployment by Component

5.3.2.1          Global Generative AI Embedded Unit Deployment by Consumer Device

5.3.2.2          Global Generative AI Embedded Unit Deployment by IoT Device

5.3.2.3          Global Generative AI Embedded Unit Deployment by Embedded IoT System

5.3.2.4          Global Generative AI Embedded Unit Deployment by Software

5.3.2.4.1       Global Generative AI Embedded Unit Deployment by Embedded Software

5.3.2.4.2       Global Generative AI Embedded Unit Deployment by Platform Solution

5.3.3   Global Generative AI Embedded Unit Deployment by Region

5.3.3.1          North America Generative AI Embedded Unit Deployment by Country

5.3.3.2          Europe Generative AI Embedded Unit Deployment by Country

5.3.3.3          APAC Generative AI Embedded Unit Deployment by Country

5.3.3.4          MEA Generative AI Embedded Unit Deployment by Country

5.3.3.5          Latin America Generative AI Embedded Unit Deployment by Country

6        Conclusions and Recommendations

6.1     Advertisers and Media Companies

6.2     Artificial Intelligence Providers

6.3     Automotive Companies

6.4     Broadband Infrastructure Providers

6.5     Communication Service Providers

6.6     Computing Companies

6.7     Data Analytics Providers

6.8     Immersive Technology (AR, VR, and MR) Providers

6.9     Networking Equipment Providers

6.1     Networking Security Providers

6.11    Semiconductor Companies

6.12    IoT Suppliers and Service Providers

6.13    Software Providers

6.14    Smart City System Integrators

6.15    Automation System Providers

6.16    Social Media Companies

6.17    Workplace Solution Providers

6.18    Mobile Network Operators (MNOs)

6.19    Enterprise and Government

Figure 1: Generative AI Functional Model

Figure 2: Generative AI Competitive Landscape

Figure 3: AI Powered Wearable Device

Figure 4: Generative AI Art App

Figure 5: AI powered Tablet for Education

Figure 6: Desktop PC for Creative work

Figure 7: AI Powered Laptop for Better Video

Figure 8: AI in Medical Device

Figure 9: Digitizing Home with IoT and AI

Figure 10: AI in Industrial Manufacturing

Figure 11: AI Powered Drone

Figure 12: AI Powered Football Experience

Figure 13: AI Security Camera

Figure 14: AI Networking Devices

Figure 15: AI Powered V2X Architecture

Figure 16: Smart Electrical Grid

Figure 17: AI Military Device in Operation

Figure 18: AI Based Energy Management System

Figure 19: AI based Framing

Figure 20: AI Connected Home System

Figure 21: AI Based People and Vehicle Monitoring

Figure 22: AI Based Utility System Automation

Figure 23: AI Precision Agriculture

Figure 24: AI based Parking

Figure 25: AI Smart Clothing

Figure 26: Global Generative AI Market 2023 – 2030

Figure 27: Global Generative AI Market by Component 2023 – 2030

Figure 28: Global Generative AI Market by Hardware 2023 – 2030

Figure 29: Global Generative AI Market by Embedded Device 2023 – 2030

Figure 30: Global Generative AI Market by Consumer Device 2023 – 2030

Figure 31: Global Generative AI Market by Embedded IoT Device 2023 – 2030

Figure 32: Global Generative AI Market by Embedded IoT System 2023 – 2030

Figure 33: Global Generative AI Market by Software 2023 – 2030

Figure 34: Global Generative AI Market by Embedded Software Solution 2023 – 2030

Figure 35: Global Generative AI Market by Platform Solution 2023 – 2030

Figure 36: Global Generative AI Market by Service Type 2023 – 2030

Figure 37: Global Generative AI Market by Professional Service Type 2023 – 2030

Figure 38: Global Generative AI Market by Technology 2023 – 2030

Figure 39: Global Generative AI Market by Product Type 2023 – 2030

Figure 40: Global Generative AI Market by Deployment Model 2023 – 2030

Figure 41: Global Generative AI Market by Enterprise 2023 – 2030

Figure 42: Global Generative AI Market by Industry Vertical 2023 – 2030

Figure 43: Global Generative AI Market by Media, Advertising, & Entertainment Application 2023 – 2030

Figure 44: Global Generative AI Market by Banking and Financial Application 2023 – 2030

Figure 45: Global Generative AI Market by Telecommunication & IT Application 2023 – 2030

Figure 46: Global Generative AI Market by Healthcare & Medical Application 2023 – 2030

Figure 47: Global Generative AI Market by Automotive, Transportation & Logistics Application 2023 – 2030

Figure 48: Global Generative AI Market by Industrial & Manufacturing Application 2023 – 2030

Figure 49: Global Generative AI Market by Retail, Apparel, & Consumer Electronics Application 2023 – 2030

Figure 50: Global Generative AI Market by Building and Construction Application 2023 – 2030

Figure 51: Global Generative AI Market by Agriculture Application 2023 – 2030

Figure 52: Global Generative AI Market by Security and Surveillance Application 2023 – 2030

Figure 53: Global Generative AI Market by Government, Military and Defense Application 2023 – 2030

Figure 54: Global Generative AI Market by Utility and Energy Application 2023 – 2030

Figure 55: Global Generative AI Market by Education and Legal Application 2023 – 2030

Figure 56: Global Generative AI Market by Region 2023 – 2030

Figure 57: North America Generative AI Market by Country 2023 – 2030

Figure 58: Europe Generative AI Market by Country 2023 – 2030

Figure 59: APAC Generative AI Market by Country 2023 – 2030

Figure 60: MEA Generative AI Market by Country 2023 – 2030

Figure 61: Latin America Generative AI Market by Country 2023 – 2030

Figure 62: North America Generative AI Market by Component 2023 – 2030

Figure 63: North America Generative AI Market by Hardware 2023 – 2030

Figure 64: North America Generative AI Market by Embedded Device 2023 – 2030

Figure 65: North America Generative AI Market by Consumer Device 2023 – 2030

Figure 66: North America Generative AI Market by Embedded IoT Device 2023 – 2030

Figure 67: North America Generative AI Market by Embedded IoT System 2023 – 2030

Figure 68: North America Generative AI Market by Software 2023 – 2030

Figure 69: North America Generative AI Market by Embedded Software Solution 2023 – 2030

Figure 70: North America Generative AI Market by Platform Solution 2023 – 2030

Figure 71: North America Generative AI Market by Service Type 2023 – 2030

Figure 72: North America Generative AI Market by Professional Service Type 2023 – 2030

Figure 73: North America Generative AI Market by Technology 2023 – 2030

Figure 74: North America Generative AI Market by Product Type 2023 – 2030

Figure 75: North America Generative AI Market by Industry Vertical 2023 – 2030

Figure 76: Europe Generative AI Market by Component 2023 – 2030

Figure 77: Europe Generative AI Market by Hardware 2023 – 2030

Figure 78: Europe Generative AI Market by Embedded Device 2023 – 2030

Figure 79: Europe Generative AI Market by Consumer Device 2023 – 2030

Figure 80: Europe Generative AI Market by Embedded IoT Device 2023 – 2030

Figure 81: Europe Generative AI Market by Embedded IoT System 2023 – 2030

Figure 82: Europe Generative AI Market by Software 2023 – 2030

Figure 83: Europe Generative AI Market by Embedded Software Solution 2023 – 2030

Figure 84: Europe Generative AI Market by Platform Solution 2023 – 2030

Figure 85: Europe Generative AI Market by Service Type 2023 – 2030

Figure 86: Europe Generative AI Market by Professional Service Type 2023 – 2030

Figure 87: Europe Generative AI Market by Technology 2023 – 2030

Figure 88: Europe Generative AI Market by Product Type 2023 – 2030

Figure 89: Europe Generative AI Market by Industry Vertical 2023 – 2030

Figure 90: APAC Generative AI Market by Component 2023 – 2030

Figure 91: APAC Generative AI Market by Hardware 2023 – 2030

Figure 92: APAC Generative AI Market by Embedded Device 2023 – 2030

Figure 93: APAC Generative AI Market by Consumer Device 2023 – 2030

Figure 94: APAC Generative AI Market by Embedded IoT Device 2023 – 2030

Figure 95: APAC Generative AI Market by Embedded IoT System 2023 – 2030

Figure 96: APAC Generative AI Market by Software 2023 – 2030

Figure 97: APAC Generative AI Market by Embedded Software Solution 2023 – 2030

Figure 98: APAC Generative AI Market by Platform Solution 2023 – 2030

Figure 99: APAC Generative AI Market by Service Type 2023 – 2030

Figure 100: APAC Generative AI Market by Professional Service Type 2023 – 2030

Figure 101: APAC Generative AI Market by Technology 2023 – 2030

Figure 102: APAC Generative AI Market by Product Type 2023 – 2030

Figure 103: APAC Generative AI Market by Industry Vertical 2023 – 2030

Figure 104: MEA Generative AI Market by Component 2023 – 2030

Figure 105: MEA Generative AI Market by Hardware 2023 – 2030

Figure 106: MEA Generative AI Market by Embedded Device 2023 – 2030

Figure 107: MEA Generative AI Market by Consumer Device 2023 – 2030

Figure 108: MEA Generative AI Market by Embedded IoT Device 2023 – 2030

Figure 109: MEA Generative AI Market by Embedded IoT System 2023 – 2030

Figure 110: MEA Generative AI Market by Software 2023 – 2030

Figure 111: MEA Generative AI Market by Embedded Software Solution 2023 – 2030

Figure 112: MEA Generative AI Market by Platform Solution 2023 – 2030

Figure 113: MEA Generative AI Market by Service Type 2023 – 2030

Figure 114: MEA Generative AI Market by Professional Service Type 2023 – 2030

Figure 115: MEA Generative AI Market by Technology 2023 – 2030

Figure 116: MEA Generative AI Market by Product Type 2023 – 2030

Figure 117: MEA Generative AI Market by Industry Vertical 2023 – 2030

Figure 118: Latin America Generative AI Market by Component 2023 – 2030

Figure 119: Latin America Generative AI Market by Hardware 2023 – 2030

Figure 120: Latin America Generative AI Market by Embedded Device 2023 – 2030

Figure 121: Latin America Generative AI Market by Consumer Device 2023 – 2030

Figure 122: Latin America Generative AI Market by Embedded IoT Device 2023 – 2030

Figure 123: Latin America Generative AI Market by Embedded IoT System 2023 – 2030

Figure 124: Latin America Generative AI Market by Software 2023 – 2030

Figure 125: Latin America Generative AI Market by Embedded Software Solution 2023 – 2030

Figure 126: Latin America Generative AI Market by Platform Solution 2023 – 2030

Figure 127: Latin America Generative AI Market by Service Type 2023 – 2030

Figure 128: Latin America Generative AI Market by Professional Service Type 2023 – 2030

Figure 129: Latin America Generative AI Market by Technology 2023 – 2030

Figure 130: Latin America Generative AI Market by Product Type 2023 – 2030

Figure 131: Latin America Generative AI Market by Industry Vertical 2023 – 2030

Figure 132: Global Generative AI Embedded Unit Deployment 2023 – 2030

Figure 133: Global Generative AI Embedded Unit Deployment by Component 2023 – 2030

Figure 134: Global Generative AI Embedded Unit Deployment by Consumer Device 2023 – 2030

Figure 135: Global Generative AI Embedded Unit Deployment by IoT Device 2023 – 2030

Figure 136: Global Generative AI Embedded Unit Deployment by Embedded IoT System 2023 – 2030

Figure 137: Global Generative AI Embedded Unit Deployment by Software 2023 – 2030

Figure 138: Global Generative AI Embedded Unit Deployment by Embedded Software 2023 – 2030

Figure 139: Global Generative AI Embedded Unit Deployment by Platform Solution 2023 – 2030

Figure 140: Global Generative AI Embedded Unit Deployment by Region 2023 – 2030

Figure 141: North America Generative AI Embedded Unit Deployment by Country 2023 – 2030

Figure 142: Europe Generative AI Embedded Unit Deployment by Country 2023 – 2030

Figure 143: APAC Generative AI Embedded Unit Deployment by Country 2023 – 2030

Figure 144: MEA Generative AI Embedded Unit Deployment by Country 2023 – 2030

Figure 145: Latin America Generative AI Embedded Unit Deployment by Country 2023 – 2030

Table 1: Global Generative AI Market 2023 – 2030

Table 2: Global Generative AI Market by Component 2023 – 2030

Table 3: Global Generative AI Market by Hardware 2023 – 2030

Table 4: Global Generative AI Market by Embedded Device 2023 – 2030

Table 5: Global Generative AI Market by Consumer Device 2023 – 2030

Table 6: Global Generative AI Market by Embedded IoT Device 2023 – 2030

Table 7: Global Generative AI Market by Embedded IoT System 2023 – 2030

Table 8: Global Generative AI Market by Software 2023 – 2030

Table 9: Global Generative AI Market by Embedded Software Solution 2023 – 2030

Table 10: Global Generative AI Market by Platform Solution 2023 – 2030

Table 11: Global Generative AI Market by Service Type 2023 – 2030

Table 12: Global Generative AI Market by Professional Service Type 2023 – 2030

Table 13: Global Generative AI Market by Technology 2023 – 2030

Table 14: Global Generative AI Market by Product Type 2023 – 2030

Table 15: Global Generative AI Market by Deployment Model 2023 – 2030

Table 16: Global Generative AI Market by Enterprise 2023 – 2030

Table 17: Global Generative AI Market by Industry Vertical 2023 – 2030

Table 18: Global Generative AI Market by Media, Advertising, & Entertainment Application 2023 – 2030

Table 19: Global Generative AI Market by Banking and Financial Application 2023 – 2030

Table 20: Global Generative AI Market by Telecommunication & IT Application 2023 – 2030

Table 21: Global Generative AI Market by Healthcare & Medical Application 2023 – 2030

Table 22: Global Generative AI Market by Automotive, Transportation & Logistics Application 2023 – 2030

Table 23: Global Generative AI Market by Industrial & Manufacturing Application 2023 – 2030

Table 24: Global Generative AI Market by Retail, Apparel, & Consumer Electronics Application 2023 – 2030

Table 25: Global Generative AI Market by Building and Construction Application 2023 – 2030

Table 26: Global Generative AI Market by Agriculture Application 2023 – 2030

Table 27: Global Generative AI Market by Security and Surveillance Application 2023 – 2030

Table 28: Global Generative AI Market by Government, Military and Defense Application 2023 – 2030

Table 29: Global Generative AI Market by Utility and Energy Application 2023 – 2030

Table 30: Global Generative AI Market by Education and Legal Application 2023 – 2030

Table 31: Global Generative AI Market by Region 2023 – 2030

Table 32: North America Generative AI Market by Country 2023 – 2030

Table 33: Europe Generative AI Market by Country 2023 – 2030

Table 34: APAC Generative AI Market by Country 2023 – 2030

Table 35: MEA Generative AI Market by Country 2023 – 2030

Table 36: Latin America Generative AI Market by Country 2023 – 2030

Table 37: North America Generative AI Market by Component 2023 – 2030

Table 38: North America Generative AI Market by Hardware 2023 – 2030

Table 39: North America Generative AI Market by Embedded Device 2023 – 2030

Table 40: North America Generative AI Market by Consumer Device 2023 – 2030

Table 41: North America Generative AI Market by Embedded IoT Device 2023 – 2030

Table 42: North America Generative AI Market by Embedded IoT System 2023 – 2030

Table 43: North America Generative AI Market by Software 2023 – 2030

Table 44: North America Generative AI Market by Embedded Software Solution 2023 – 2030

Table 45: North America Generative AI Market by Platform Solution 2023 – 2030

Table 46: North America Generative AI Market by Service Type 2023 – 2030

Table 47: North America Generative AI Market by Professional Service Type 2023 – 2030

Table 48: North America Generative AI Market by Technology 2023 – 2030

Table 49: North America Generative AI Market by Product Type 2023 – 2030

Table 50: North America Generative AI Market by Industry Vertical 2023 – 2030

Table 51: Europe Generative AI Market by Component 2023 – 2030

Table 52: Europe Generative AI Market by Hardware 2023 – 2030

Table 53: Europe Generative AI Market by Embedded Device 2023 – 2030

Table 54: Europe Generative AI Market by Consumer Device 2023 – 2030

Table 55: Europe Generative AI Market by Embedded IoT Device 2023 – 2030

Table 56: Europe Generative AI Market by Embedded IoT System 2023 – 2030

Table 57: Europe Generative AI Market by Software 2023 – 2030

Table 58: Europe Generative AI Market by Embedded Software Solution 2023 – 2030

Table 59: Europe Generative AI Market by Platform Solution 2023 – 2030

Table 60: Europe Generative AI Market by Service Type 2023 – 2030

Table 61: Europe Generative AI Market by Professional Service Type 2023 – 2030

Table 62: Europe Generative AI Market by Technology 2023 – 2030

Table 63: Europe Generative AI Market by Product Type 2023 – 2030

Table 64: Europe Generative AI Market by Industry Vertical 2023 – 2030

Table 65: APAC Generative AI Market by Component 2023 – 2030

Table 66: APAC Generative AI Market by Hardware 2023 – 2030

Table 67: APAC Generative AI Market by Embedded Device 2023 – 2030

Table 68: APAC Generative AI Market by Consumer Device 2023 – 2030

Table 69: APAC Generative AI Market by Embedded IoT Device 2023 – 2030

Table 70: APAC Generative AI Market by Embedded IoT System 2023 – 2030

Table 71: APAC Generative AI Market by Software 2023 – 2030

Table 72: APAC Generative AI Market by Embedded Software Solution 2023 – 2030

Table 73: APAC Generative AI Market by Platform Solution 2023 – 2030

Table 74: APAC Generative AI Market by Service Type 2023 – 2030

Table 75: APAC Generative AI Market by Professional Service Type 2023 – 2030

Table 76: APAC Generative AI Market by Technology 2023 – 2030

Table 77: APAC Generative AI Market by Product Type 2023 – 2030

Table 78: APAC Generative AI Market by Industry Vertical 2023 – 2030

Table 79: MEA Generative AI Market by Component 2023 – 2030

Table 80: MEA Generative AI Market by Hardware 2023 – 2030

Table 81: MEA Generative AI Market by Embedded Device 2023 – 2030

Table 82: MEA Generative AI Market by Consumer Device 2023 – 2030

Table 83: MEA Generative AI Market by Embedded IoT Device 2023 – 2030

Table 84: MEA Generative AI Market by Embedded IoT System 2023 – 2030

Table 85: MEA Generative AI Market by Software 2023 – 2030

Table 86: MEA Generative AI Market by Embedded Software Solution 2023 – 2030

Table 87: MEA Generative AI Market by Platform Solution 2023 – 2030

Table 88: MEA Generative AI Market by Service Type 2023 – 2030

Table 89: MEA Generative AI Market by Professional Service Type 2023 – 2030

Table 90: MEA Generative AI Market by Technology 2023 – 2030

Table 91: MEA Generative AI Market by Product Type 2023 – 2030

Table 92: MEA Generative AI Market by Industry Vertical 2023 – 2030

Table 93: Latin America Generative AI Market by Component 2023 – 2030

Table 94: Latin America Generative AI Market by Hardware 2023 – 2030

Table 95: Latin America Generative AI Market by Embedded Device 2023 – 2030

Table 96: Latin America Generative AI Market by Consumer Device 2023 – 2030

Table 97: Latin America Generative AI Market by Embedded IoT Device 2023 – 2030

Table 98: Latin America Generative AI Market by Embedded IoT System 2023 – 2030

Table 99: Latin America Generative AI Market by Software 2023 – 2030

Table 100: Latin America Generative AI Market by Embedded Software Solution 2023 – 2030

Table 101: Latin America Generative AI Market by Platform Solution 2023 – 2030

Table 102: Latin America Generative AI Market by Service Type 2023 – 2030

Table 103: Latin America Generative AI Market by Professional Service Type 2023 – 2030

Table 104: Latin America Generative AI Market by Technology 2023 – 2030

Table 105: Latin America Generative AI Market by Product Type 2023 – 2030

Table 106: Latin America Generative AI Market by Industry Vertical 2023 – 2030

Table 107: Global Generative AI Embedded Unit Deployment 2023 – 2030

Table 108: Global Generative AI Embedded Unit Deployment by Component 2023 – 2030

Table 109: Global Generative AI Embedded Unit Deployment by Consumer Device 2023 – 2030

Table 110: Global Generative AI Embedded Unit Deployment by IoT Device 2023 – 2030

Table 111: Global Generative AI Embedded Unit Deployment by Embedded IoT System 2023 – 2030

Table 112: Global Generative AI Embedded Unit Deployment by Software 2023 – 2030

Table 113: Global Generative AI Embedded Unit Deployment by Embedded Software 2023 – 2030

Table 114: Global Generative AI Embedded Unit Deployment by Platform Solution 2023 – 2030

Table 115: Global Generative AI Embedded Unit Deployment by Region 2023 – 2030

Table 116: North America Generative AI Embedded Unit Deployment by Country 2023 – 2030

Table 117: Europe Generative AI Embedded Unit Deployment by Country 2023 – 2030

Table 118: APAC Generative AI Embedded Unit Deployment by Country 2023 – 2030

Table 119: MEA Generative AI Embedded Unit Deployment by Country 2023 – 2030

Table 120: Latin America Generative AI Embedded Unit Deployment by Country 2023 – 2030

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