1.0 Executive Summary

2.0 Introduction
2.1 Artificial General Intelligence
2.2 Core AGI Hypothesis
2.3 General Purpose Intelligence APIs
2.4 AGI Development
2.5 Strong AI and Human Level Intelligence
2.6 Emotion AI Agents
2.6.1 Facial Detection APIs
2.6.2 Text Recognition APIs
2.6.3 Speech Recognition APIs
2.7 Machine Learning and Predictive Intelligence
2.8 Ethical and Technical Consideration
2.9 Market Opportunities and Challenges
2.10 Why are we still behind the AGI starting line?

3.0 Technology and Application Analysis
3.1 Cognitive Computing and Swarm Intelligence
3.2 Machine Learning and Intelligence
3.2.1 Deep Learning
3.2.2 Supervised and Unsupervised Learning
3.2.3 Reinforcement Learning
3.3 Human Level AGI Tools
3.4 Simulation Human Brain
3.5 Human Factor Considerations
3.6 Machine Intelligence for Business Innovation
3.6.1 Applying Machine Learning
3.7 Enterprise Benefits
3.7.1 Virtual Assistant
3.7.2 Hardware Optimization
3.7.3 Enterprise Decision Support System
3.7.4 Biometric Solution
3.7.5 Factory Automation
3.7.6 Predictive Analytics and Pattern Recognition
3.7.7 Productivity Gain
3.8 AI Patent and Regulatory Framework
3.9 Conversational Interface: Human + AI
3.10 Edge Computing and 5G Network
3.11 Smart Machine and Virtual Twinning
3.12 Building Automation and Smart Workplace
3.13 Artificial Intelligence and Machine Learning as a Service
3.14 Enterprise Adoption and External Investment
3.15 General Purpose Applications
3.15.1 Predictive 3D Design
3.15.2 Transforming Customer Service
3.15.3 Data Security
3.15.4 Personal Security
3.15.5 Financial Trading
3.15.6 Healthcare
3.15.7 Marketing Personalization
3.15.8 Fraud Detection
3.15.9 Recommendations
3.15.10 Smart Cars
3.15.11 Online Search
3.16 General Purpose Machine Intelligence Ecosystem Analysis
3.16.1 Technology Stack
3.16.2 Application Stack

4.0 General Purpose Intelligence Case Studies
4.1 Artificial General Intelligence in Healthcare Case Study
4.1.1 AI in “Emergency Room and Surgery” is saving lives
4.1.2 AI in “Hospital Information System (HIS)” can enrich the delivery of healthcare services
4.1.3 Healthcare “Data Mining” with AI
4.2 Artificial General Intelligence in Security Case Study
4.2.1 AI in digital security
4.2.2 AI in Surveillance
4.3 AI in financial services
4.3.1 Credit scoring
4.3.2 Financial technology lending
4.3.3 AI for cost reduction in financial services
4.4 AI in Transportation services
4.5 AI in Agriculture

5.0 General Purpose AI Market Analysis and Forecasts
5.1 General AI Market Forecasts 2020 – 2025
5.1.1 Global General AI Market
5.1.2 General AI Market by Segment
5.1.3 General AI Market by Hardware Type
5.1.4 General AI Market by Software Segment
5.1.5 General AI Market by Service Segment
5.1.6 General AI Market by AI Technology
5.1.7 General AI Market by System Type
5.1.8 General AI Market by Industry Vertical
5.1.9 General AI Market by Region
5.2 General Purpose AI Agent Market Forecasts 2020 – 2025
5.2.1 Global General Purpose AI Agent Market
5.2.2 General Purpose AI Agent Market by Segment
5.2.3 General Purpose AI Agent Market by AI Technology
5.2.4 General Purpose AI Agent Market by Deployment
5.2.5 General Purpose AI Agent Market by AI System
5.2.6 General Purpose AI Agent Market by End User Industry
5.2.7 General Purpose AI Agent Market by AI Sector
5.2.8 Global General Purpose AI Agent Market in Edge Computing
5.2.9 Global General Purpose AI Agent Market in 5G Network
5.2.10 Global General Purpose AI Agent Market in Blockchain
5.2.11 General Purpose AI Agent Market by Region
5.2.12 General Purpose AI Agent Market by Top Ten Country
5.3 AI Embedded IoT Device Deployment Forecasts 2020 – 2025
5.3.1 Total AI Embedded IoT Device Deployment
5.3.2 AI Embedded IoT Device by IoT Sector
5.3.3 AI Embedded IoT Device Deployment by AI Technology
5.3.4 AI Embedded IoT Device Deployment by End User Industry
5.3.5 AI Embedded IoT Device Deployment by Region
5.4 AI Embedded IoT Things Deployment 2020 – 2025
5.4.1 Total AI Embedded IoT Things
5.4.2 AI Embedded IoT Things by IoT Sector
5.4.3 AI Embedded IoT Things by Application
5.4.4 AI Embedded IoT Things Deployment by AI Technology
5.4.5 AI Embedded IoT Things Deployment by End User Industry
5.4.6 AI Embedded IoT Things Deployment by Region
5.5 AI Embedded IoT Semiconductor Unit Shipment 2020 – 2025
5.5.1 Total AI Embedded IoT Semiconductor Unit Shipment
5.5.2 AI Embedded IoT Semiconductor Unit Shipment by Segment
5.5.3 AI Embedded IoT Semiconductor Unit Shipment by Region
5.6 AI Embedded IoT Software Unit Deployment Forecasts 2020 – 2025
5.6.1 Total AI Embedded IoT Software Unit Deployment
5.6.2 AI Embedded IoT Software Unit Deployment by Segment
5.6.3 AI Embedded IoT Software Unit Deployment by Region

6.0 Company Analysis
6.1 IBM Corporation
6.1.1 Company Profile
6.1.2 Recent Development
6.2 Intel Corporation
6.2.1 Company Profile
6.2.2 Recent Development
6.3 Microsoft Corporation
6.3.1 Company Profile
6.3.2 Recent Development
6.4 Google Inc.
6.4.1 Company Profile
6.4.2 Recent Development
6.5 Baidu Inc.
6.5.1 Company Profile
6.5.2 Recent Development
6.6 H2O.ai
6.6.1 Company Profile
6.6.2 Recent Development
6.7 Hewlett Packard Enterprise (HPE)
6.7.1 Company Profile
6.7.2 Recent Development
6.8 Apple Inc.
6.8.1 Company Profile
6.8.2 Recent Development
6.9 General Electric (GE)
6.9.1 Company Profile
6.9.2 Recent Development
6.10 LG Electronics
6.10.1 Company Profile
6.11 Digital Reasoning Systems Inc.
6.11.1 Company Profile
6.11.2 Recent Development
6.12 SparkCognition Inc.
6.12.1 Company Profile
6.12.2 Recent Development
6.13 Nuance Communications Inc.
6.13.1 Company Profile
6.13.2 Recent Development
6.14 InteliWISE
6.14.1 Company Profile
6.14.2 Recent Development
6.15 Facebook Inc.
6.15.1 Company Profile
6.16 Salesforce
6.16.1 Company Profile
6.16.2 Recent Development
6.17 Amazon Inc.
6.17.1 Company Profile
6.18 SK Telecom
6.18.1 Company Profile
6.19 motion.ai
6.19.1 Company Profile
6.20 PointGrab Ltd.
6.20.1 Company Profile
6.20.2 Recent Development
6.21 Tellmeplus
6.21.1 Company Profile
6.22 SAS Institute Inc.
6.22.1 Company Profile
6.22.2 Recent Development
6.23 AIBrain Inc.
6.23.1 Company Profile
6.23.2 Recent Development
6.24 Brighterion (MasterCard)
6.24.1 Company Profile
6.24.2 Recent Development
6.25 General Vision Inc.
6.25.1 Company Profile
6.25.2 Recent Development
6.26 Sentient Technologies Holdings Limited
6.26.1 Company Profile
6.26.2 Recent Development
6.27 CloudMinds
6.27.1 Company Profile
6.27.2 Recent Development
6.28 Tend.ai
6.28.1 Company Profile
6.28.2 Recent Development
6.29 TensorFlow
6.29.1 Company Profile
6.29.2 Recent Development
6.30 Infosys Nia
6.30.1 Company Profile
6.30.2 Recent Development
6.31 Wipro HOLMES
6.31.1 Company Profile
6.31.2 Recent Development
6.32 Premonition
6.32.1 Company Profile
6.32.2 Recent Development
6.33 Rainbird
6.33.1 Company Profile
6.33.2 Recent Development
6.34 Ayasdi
6.34.1 Company Profile
6.34.2 Recent Development
6.35 MindMeld
6.35.1 Company Profile
6.36 Vital AI
6.36.1 Company Profile
6.37 KAI
6.37.1 Company Profile
6.37.2 Recent Development
6.38 Receptiviti
6.38.1 Company Profile
6.38.2 Recent Development
6.39 Meya
6.39.1 Company Profile
6.39.2 Recent Development
6.40 DigitalGenius
6.40.1 Company Profile
6.41 GoodAI
6.41.1 Company Profile
6.41.2 Recent Development
6.42 Vicarious
6.42.1 Company Profile
6.43 Agent.ai
6.43.1 Company Profile
6.44 X.ai
6.44.1 Company Profile
6.44.2 Recent Development
6.45 Zebra Medical Vision Inc.
6.45.1 Company Profile
6.45.2 Recent Development
6.46 Fair Isaac Corporation
6.46.1 Company Profile
6.46.2 Recent Development
6.47 Bigml Inc.
6.47.1 Company Profile
6.47.2 Recent Development
6.48 AT&T Speech API
6.48.1 Company Profile
6.48.2 Recent Development
6.49 Wit.ai
6.49.1 Company Profile
6.50 Diffbot
6.50.1 Company Profile
6.50.2 Recent Development
6.51 PredictionIO
6.51.1 Company Profile

7.0 Conclusions and Recommendations
7.1 Advertisers and Media Companies
7.2 Artificial Intelligence Providers
7.3 Automotive Companies
7.4 Broadband Infrastructure Providers
7.5 Communication Service Providers
7.6 Computing Companies
7.7 Data Analytics Providers
7.8 Equipment (AR, VR, and MR) Providers
7.9 Networking Equipment Providers
7.10 Networking Security Providers
7.11 Semiconductor Companies
7.12 IoT Suppliers and Service Providers
7.13 Software Providers
7.14 Smart City System Integrators
7.15 Automation System Providers
7.16 Social Media Companies
7.17 Workplace Solution Providers
7.18 Large Businesses and SMBs

Figures
Figure 1: Artificial General Intelligence Trajectory
Figure 2: Predictive Layer System with Machine Learning API
Figure 3: AI Agent and Emotion Detection
Figure 4: Supervised, Unsupervised, and Reinforcement Learning
Figure 5: AI Enterprise Productivity Gain 2020 – 2025
Figure 6: AI Smart Machine
Figure 7: General Purpose Machine Intelligence Technology Stack
Figure 8: General Purpose Machine Intelligence Application Stack
Figure 9: Global General AI Market 2020 – 2025
Figure 10: Global General AI Market Share 2020 – 2025
Figure 11: Global General Purpose AI Agent Market 2020 – 2025
Figure 12: Global General Purpose AI Agent Market Share 2020 – 2025
Figure 13: Global General Purpose AI Agent Market in Edge Computing Network 2020 – 2025
Figure 14: Global General Purpose AI Agent Market Share in Edge Computing Network 2020 – 2025
Figure 15: Global General Purpose AI Agent Market in 5G Network 2020 – 2025
Figure 16: Global General Purpose AI Agent Market Share in 5G Network 2020 – 2025
Figure 17: Global General Purpose AI Agent Market in Blockchain 2020 – 2025
Figure 18: Global General Purpose AI Agent Market Share in Blockchain 2020 – 2025
Figure 19: General Purpose AI Agent Market Share by Top Ten Countries 2020 – 2025
Figure 20: Global AI Embedded IoT Device Deployment 2020 – 2025
Figure 21: Global AI Embedded IoT Device Deployment Market Share 2020 – 2025
Figure 22: Global AI Embedded IoT Things Deployment 2020 – 2025
Figure 23: Percentage Share of Global AI Embedded IoT Things Deployment 2020 – 2025
Figure 24: Global AI Embedded IoT Semiconductor Unit Shipment 2020 – 2025
Figure 25: Global AI Embedded IoT Semiconductor Unit Shipment Market Share 2020 – 2025
Figure 26: Global AI Embedded IoT Software Unit Deployment 2020 – 2025
Figure 27: Global AI Embedded IoT Software Unit Deployment Market Share 2020 – 2025

Tables
Table 1: AI Driven Economic Transaction 2020 – 2025
Table 2: AI Business Analytics Software 2020 – 2025
Table 3: AI Self Service Visual Discovery 2020 – 2025
Table 4: AI Building Security System 2020 – 2025
Table 5: AI Generated Business Content 2020 – 2025
Table 6: AI Supervised Human Worker 2020 – 2025
Table 7: AI Patent Leaders
Table 8: AI Smart Workplace Automation
Table 9: AI External Investment 2020 – 2025
Table 10: Global General AI Market by Segment 2020 – 2025
Table 11: Global General AI Market by Hardware Type 2020 – 2025
Table 12: Global General AI Market by Embedded Device Type 2020 – 2025
Table 13: Global General AI Market by Embedded Non-IoT Device Type 2020 – 2025
Table 14: Global General AI Market by Embedded IoT Device Type 2020 – 2025
Table 15: Global General AI Market by Embedded Wearable Device Type 2020 – 2025
Table 16: Global General AI Market by Embedded Healthcare Device Type 2020 – 2025
Table 17: Global General AI Market by Embedded Appliances Type 2020 – 2025
Table 18: Global General AI Market by Embedded Industrial Machine Type 2020 – 2025
Table 19: Global General AI Market by Embedded Entertainment Device Type 2020 – 2025
Table 20: Global General AI Market by Embedded Security Device Type 2020 – 2025
Table 21: Global General AI Market by Embedded Network Device Type 2020 – 2025
Table 22: Global General AI Market by Embedded Vehicle Device Type 2020 – 2025
Table 23: Global General AI Market by Embedded Smart Grid Device Type 2020 – 2025
Table 24: Global General AI Market by Embedded Military Device Type 2020 – 2025
Table 25: Global General AI Market by Embedded Energy Management Device Type 2020 – 2025
Table 26: Global General AI Market by Embedded Agriculture Specific Device Type 2020 – 2025
Table 27: Global General AI Market by Embedded Industrial IoT Device Type 2020 – 2025
Table 28: Global General AI Market by Embedded IoT Things Type 2020 – 2025
Table 29: Global General AI Market by Embedded Components Type 2020 – 2025
Table 30: Global General AI Market by Processors Type 2020 – 2025
Table 31: Global General AI Chipsets Market by Technology 2020 – 2025
Table 32: Global General AI Chipsets Market by Machine Learning Technology 2020 – 2025
Table 33: Global General AI Market by Software Type 2020 – 2025
Table 34: Global General AI Application Embedded Software Market by Application Type 2020 – 2025
Table 35: Global General AI Application Embedded Software Market by Deployment Type 2020 – 2025
Table 36: Global General AI Market by AI Platform Type 2020 – 2025
Table 37: Global General AI Market by Service Type 2020 – 2025
Table 38: Global General AI Market by Professional Service Type 2020 – 2025
Table 39: Global General AI Market by AI Technology Type 2020 – 2025
Table 40: Global General AI Market by Machine Learning Technology Type 2020 – 2025
Table 41: Global General AI Market by AI System Type 2020 – 2025
Table 42: Global General AI Market by End User Industry 2020 – 2025
Table 43: Global General AI Market by Healthcare Application 2020 – 2025
Table 44: Global General AI Market by Manufacturing Application 2020 – 2025
Table 45: Global General AI Market by Consumer Electronics Application 2020 – 2025
Table 46: Global General AI Market by Automotive and Transportation Application 2020 – 2025
Table 47: Global General AI Market by Retail and Apparel Application 2020 – 2025
Table 48: Global General AI Market by Marketing Application 2020 – 2025
Table 49: Global General AI Market by FinTech Application 2020 – 2025
Table 50: Global General AI Market by Building and Construction Application 2020 – 2025
Table 51: Global General AI Market by Agriculture Application 2020 – 2025
Table 52: Global General AI Market by Security and Surveillance Application 2020 – 2025
Table 53: Global General AI Market by Government and Military Application 2020 – 2025
Table 54: Global General AI Market by Human Resource Application 2020 – 2025
Table 55: Global General AI Market by Law Application 2020 – 2025
Table 56: Global General AI Market by Telecommunication and IT Application 2020 – 2025
Table 57: Global General AI Market by Oil, Gas and Mining Application 2020 – 2025
Table 58: Global General AI Market by Logistics Application 2020 – 2025
Table 59: Global General AI Market by Education Application 2020 – 2025
Table 60: Global General AI Market by AI Sector 2020 – 2025
Table 61: General AI Market by Region 2020 – 2025
Table 62: North America General AI Market by Country 2020 – 2025
Table 63: Europe General AI Market by Country 2020 – 2025
Table 64: APAC General AI Market by Country 2020 – 2025
Table 65: Middle East and Africa General AI Market by Country 2020 – 2025
Table 66: Latin America General AI Market by Country 2020 – 2025
Table 67: Global General Purpose AI Agent Market by Segment 2020 – 2025
Table 68: Global General Purpose AI Agent Software Market by Delivery Platform Type 2020 – 2025
Table 69: Global General Purpose AI Agent Software Market by Application Type 2020 – 2025
Table 70: Global General Purpose AI Agent Platform Market by Platform Type 2020 – 2025
Table 71: Global General Purpose AI Agent Market by AI Technology 2020 – 2025
Table 72: Global General Purpose AI Agent Market by Machine Learning Technology Type 2020 – 2025
Table 73: Global General Purpose AI Agent Market by Deployment Type 2020 – 2025
Table 74: Global General Purpose AI Agent Market by AI System Type 2020 – 2025
Table 75: Global General Purpose AI Agent Market by End User Industry 2020 – 2025
Table 76: Global General Purpose AI Agent Market by Healthcare Application 2020 – 2025
Table 77: Global General Purpose AI Agent Market by Manufacturing Application 2020 – 2025
Table 78: Global General Purpose AI Agent Market by Consumer Electronics Application 2020 – 2025
Table 79: Global General Purpose AI Agent Market by Automotive and Transportation Application 2020 – 2025
Table 80: Global General Purpose AI Agent Market by Retail and Apparel Application 2020 – 2025
Table 81: Global General Purpose AI Agent Market by Marketing Application 2020 – 2025
Table 82: Global General Purpose AI Agent Market by Banking and FinTech Application 2020 – 2025
Table 83: Global General Purpose AI Agent Market by Building and Construction Application 2020 – 2025
Table 84: Global General Purpose AI Agent Market by Agriculture Application 2020 – 2025
Table 85: Global General Purpose AI Agent Market by Security and Surveillance Application 2020 – 2025
Table 86: Global General Purpose AI Agent Market by Government and Military Application 2020 – 2025
Table 87: Global General Purpose AI Agent Market by Human Resource Application 2020 – 2025
Table 88: Global General Purpose AI Agent Market by Legal Application 2020 – 2025
Table 89: Global General Purpose AI Agent Market by Telecommunication and IT Application 2020 – 2025
Table 90: Global General Purpose AI Agent Market by Energy and Utilities Application 2020 – 2025
Table 91: Global General Purpose AI Agent Market by Logistics Application 2020 – 2025
Table 92: Global General Purpose AI Agent Market by Education Application 2020 – 2025
Table 93: Global General Purpose AI Agent Market by AI Sector 2020 – 2025
Table 94: Global General Purpose AI Agent Market in Edge Computing Network by Segment 2020 – 2025
Table 95: Global General Purpose AI Agent Market in 5G Network by Segment 2020 – 2025
Table 96: Global General Purpose AI Agent Market in Blockchain by Segment 2020 – 2025
Table 97: General Purpose AI Agent Market by Region 2020 – 2025
Table 98: North America General Purpose AI Agent Market by Country 2020 – 2025
Table 99: Europe General Purpose AI Agent Market by Country 2020 – 2025
Table 100: APAC General Purpose AI Agent Market by Country 2020 – 2025
Table 101: Middle East and Africa General Purpose AI Agent Market by Country 2020 – 2025
Table 102: Latin America General Purpose AI Agent Market by Country 2020 – 2025
Table 103: General Purpose AI Agent Market by Top Ten Countries 2020 – 2025
Table 104: Global AI Embedded IoT Device Deployment by IoT Sector 2020 – 2025
Table 105: Global AI Embedded Consumer IoT Device Deployment by Device Type 2020 – 2025
Table 106: Global AI Embedded Enterprise IoT Device Deployment by Device Type 2020 – 2025
Table 107: Global AI Embedded Industrial IoT Device Deployment by Device Type 2020 – 2025
Table 108: Global AI Embedded Industrial IoT Device Deployment by Device Type 2020 – 2025
Table 109: Global AI Embedded IoT Device Deployment by AI Technology Type 2020 – 2025
Table 110: Global AI Embedded IoT Device Deployment by End User Industry 2020 – 2025
Table 111: AI Embedded IoT Device Deployment by Region 2020 – 2025
Table 112: North America AI Embedded IoT Device Deployment by Country 2020 – 2025
Table 113: Europe AI Embedded IoT Device Deployment by Country 2020 – 2025
Table 114: APAC AI Embedded IoT Device Deployment by Country 2020 – 2025
Table 115: MEA AI Embedded IoT Device Deployment by Country 2020 – 2025
Table 116: Latin America AI Embedded IoT Device Deployment by Country 2020 – 2025
Table 117: Global AI Embedded IoT Things Deployment by IoT Sector 2020 – 2025
Table 118: Global AI Embedded IoT Things by Application Type 2020 – 2025
Table 119: Global AI Embedded IoT Things Deployment by AI Technology Type 2020 – 2025
Table 120: Global AI Embedded IoT Things Deployment by End User Industry 2020 – 2025
Table 121: AI Embedded IoT Things Deployment by Region 2020 – 2025
Table 122: North America AI Embedded IoT Things Deployment by Country 2020 – 2025
Table 123: Europe AI Embedded IoT Things Deployment by Country 2020 – 2025
Table 124: APAC AI Embedded IoT Things Deployment by Country 2020 – 2025
Table 125: MEA AI Embedded IoT Things Deployment by Country 2020 – 2025
Table 126: Latin America AI Embedded IoT Things Deployment by Country 2020 – 2025
Table 127: Global AI Embedded IoT Semiconductor Unit Shipment by Segment 2020 – 2025
Table 128: Global AI Embedded IoT Semiconductor Unit Shipment by Node Component Type 2020 – 2025
Table 129: Global AI Embedded IoT Semiconductor Unit Shipment by Networking Equipment Type 2020 – 2025
Table 130: Global AI Embedded IoT Semiconductor Unit Shipment by Connectivity Equipment Type 2020 – 2025
Table 131: AI Embedded IoT Semiconductor Unit Shipment by Region 2020 – 2025
Table 132: AAPC AI Embedded IoT Semiconductor Unit Shipment by Country 2020 – 2025
Table 133: North America AI Embedded IoT Semiconductor Unit Shipment by Country 2020 – 2025
Table 134: Europe AI Embedded IoT Semiconductor Unit Shipment by Country 2020 – 2025
Table 135: MEA AI Embedded IoT Semiconductor Unit Shipment by Country 2020 – 2025
Table 136: Latin America AI Embedded IoT Semiconductor Unit Shipment by Country 2020 – 2025
Table 137: Global AI Embedded IoT Software Unit Deployment by Segment 2020 – 2025
Table 138: AI Embedded IoT Software Unit Deployment by Region 2020 – 2025
Table 139: AAPC AI Embedded IoT Software Unit Deployment by Country 2020 – 2025
Table 140: North America AI Embedded IoT Software Unit Deployment by Country 2020 – 2025
Table 141: Europe AI Embedded IoT Software Unit Deployment by Country 2020 – 2025
Table 142: MEA AI Embedded IoT Software Unit Deployment by Country 2020 – 2025
Table 143: Latin America AI Embedded IoT Software Unit Deployment by Country 2020 – 2025
Table 144: Intel NAMD System