Table of Content
Table of Contents
1 Executive Summary 26
1.1 Major Findings & Conclusions 26
1.2 Market Dynamics & Opportunities 28
1.3 Market Size – Assessment and Forecast – 2019-2025 29
1.4 Market Dynamics 2019-2025 30
1.5 Market Breakdown 2019-2025 31
2 Artificial Intelligence in Homeland Security, Public Safety and National Security Market Background & Assessment 33
2.1 Artifical Intelligence Background 33
2.2 Artificial Intelligence Industry: SWOT Analysis 36
2.2.1 Strengths 36
2.2.2 Weaknesses 36
2.2.3 Opportunities 36
2.2.4 Threats 37
2.3 Artificial Intelligence Market Drivers 37
2.4 Artificial Intelligence Market Inhibitors 38
2.5 Artificial Intelligence in Homeland Security, Public Safety, and National Security Market Organogram 39
2.6 Artificial Intelligence in Homeland Security, Public Safety, and National Security Market Estimations and Forecast 40
3 Global Security Concerns & Assessment 44
3.1 Global Risks 2020: A Regional Perceptive 45
3.2 North America Homeland Security & Public Safety Market Drivers 49
3.2.1 Cyber Attacks 49
3.2.2 Data Fraud or Theft 50
3.2.3 Terrorism Threat 50
3.3 Europe Homeland Security & Public Safety Market Drivers 50
3.3.1 Cyberattacks 51
3.3.2 Assets bubble 52
3.3.3 Interstate conflict 52
3.4 APAC Homeland Security & Public Safety Market Drivers 52
3.4.1 Water Crises 53
3.4.2 Terrorist attacks 53
3.4.3 Manmade environmental catastrophes 53
3.4.4 Natural catastrophes 54
3.4.5 Cyberattacks 55
3.4.6 Interstate conflict 55
3.5 Middle East and Africa Homeland Security & Public Safety Market Drivers 55
3.5.1 Unemployment or underemployment 56
3.5.2 Fiscal crises 56
3.5.3 Energy price shock 57
3.6 Latin America and the Caribbean Homeland Security & Public Safety Market Drivers 57
3.6.1 Failure of national governance 58
3.6.2 Economic issues 58
3.6.3 Failure of critical infrastructure 58
3.7 COVID-19 Pandemic Background & Assessment 59
3.7.1 North America COVID-19 Assessment 59
3.7.2 Europe COVID-19 Assessment 60
3.7.3 LATAM COVID-19 Assessment 60
3.7.4 APAC COVID-19 Assessment 60
3.7.5 Middle East & Africa COVID-19 Assessment 60
4 Homeland Security, Public Safety, and National Security Agencies 61
5 Proliferation of Data 62
6 Type of Data Sources 62
6.1 Passive Data Sources 62
6.2 Active Data Sources 63
7 Data Sources 63
7.1 Communications (including GPS) 63
7.1.1 GPS Sources 63
7.1.2 Application Types 64
7.2 Video Stream 64
7.2.1 CCTV Systems 64
7.2.2 Social Media Video Streams 64
7.2.3 Common Uses of Video Analysis 64
7.3 Cyber Security Related Data 65
7.4 OSINT (Social Media and Web) 66
7.4.1 Social Media Sources 66
7.4.2 Leading Social Media Platforms 66
7.5 Governmental DBs 67
7.5.1 National ID Card 67
7.5.2 Fingerprint Database 67
7.5.3 National DNA Database 68
7.5.4 Public Transportation 68
7.5.5 Car Registration 68
7.5.6 Driver’s License 68
7.5.7 Land Records 68
7.5.8 Criminal Records 68
7.5.9 Phone Call Records 68
7.6 Financial Data 68
7.6.1 Digital Banking 69
7.6.2 Blockchain and Bitcoin 69
7.7 Customs / Border Sources 70
7.7.1 European Immigration Crisis 70
7.7.2 Data Sources 70
7.8 Geospatial 71
7.8.1 Raster Data 71
7.8.2 Vector Data 71
7.8.3 Data Sources 71
7.9 Vehicle Data 72
7.9.1 V2V and V2X 72
7.9.2 Data Sources 72
8 Technology 74
8.1 AI Technology Background 74
8.2 Consolidated Market 2019-2025 74
8.3 Market Analysis 2019-2025 75
8.4 Market Dynamics 2020-2025 75
8.5 Market Breakdown 2019-2025 76
8.6 Technology Platforms 77
8.6.1 Hardware 77
8.6.2 Software 78
8.6.3 After Services 78
8.7 AI Technology Enablers 79
8.7.1 Machine Learning 79
8.7.2 Machine Learning Methods 79
8.7.3 Deep Machine Learning 80
8.7.4 Application Types 80
8.7.4.1 Predict Significant Future Events 80
8.7.4.2 Cybersecurity 81
8.7.4.3 Handling and Summarizing of Raw Data 81
8.8 AI Technology Uses & Applications 81
8.8.1 Natural Language Processing (NLP) 81
8.8.2 Natural Language Processing Components 82
8.8.3 Natural Language Processing Application Types 82
8.8.3.1 Document Translation 83
8.8.3.2 Text Classification and Categorization 83
8.8.3.3 Enlarge the Data of Cyber Security 83
8.8.3.4 Speech Recognition & Machine Hearing 83
8.8.4 Machine Vision 84
8.8.4.1 Applications Types 85
8.8.5 Predictive & Decision Aid Analysis Software 86
8.8.5.1 Applications Types 86
9 Vertical Markets 91
9.1 Vertical Markets Data Sources, Types of Threat and Usecases 92
9.2 Consolidated Market 2019-2025 92
9.3 Market Analysis 2019-2025 94
9.4 Market Dynamics 2019-2025 94
9.5 Market Breakdown 2019-2025 95
9.6 Government Intelligence Agencies 98
9.6.1 Use Cases 99
9.6.1.1 Handling and Summarizing Large Amounts of Raw Data 99
9.6.1.2 Sorting Imagery and Locating Specific Targets 99
9.6.1.3 Speech Recognition and Human Language Processing 99
9.6.1.4 Prediction of Significant Future Events 100
9.6.1.5 Cybersecurity 100
9.6.1.6 Evaluate Security Clerance 100
9.6.2 Market Size – Assessment and Forecast – 2019-2025 100
9.6.3 Market Dynamics 2019-2025 102
9.6.4 Market Breakdown 2019-2025 102
9.7 LEAs & First Responders 103
9.7.1 Use Cases 103
9.7.1.1 Handling and Summarizing of Raw Data 103
9.7.1.2 Facial Recognition 103
9.7.1.3 Video and Image Analysis 103
9.7.1.4 Uncovering Fake Crime 104
9.7.1.5 Gunshot Detection 104
9.7.1.6 Predictive Policing (Crime Forecasting) 104
9.7.1.7 First Response Assistant 104
9.7.1.8 Medical First-response Diagnosis 105
9.7.1.9 Major Crisis Handling and Response 105
9.7.2 Market Size – Assessment and Forecast – 2019-2025 105
9.7.3 Market Dynamics 2019-2025 106
9.7.4 Market Breakdown 2019-2025 107
9.8 Financial Intelligence Services 107
9.8.1 Use Cases 107
9.8.1.1 Fraud Detection and Cybersecurity 107
9.8.1.2 Analysis and Review of Documents 107
9.8.1.3 Risk Assessment 108
9.8.2 Market Size – Assessment and Forecast – 2019-2025 108
9.8.3 Market Dynamics 2019-2025 109
9.8.4 Market Breakdown 2019-2025 110
9.9 Cyber Security Agencies 110
9.9.1 Use Cases 110
9.9.1.1 Network Security 110
9.9.1.2 Biometric Login 111
9.9.1.3 Natural Language Processing 111
9.9.2 Market Size – Assessment and Forecast – 2019-2025 111
9.9.3 Market Dynamics 2019-2025 113
9.9.4 Market Breakdown 2019-2025 113
9.10 Border & Customs 114
9.10.1 Use Cases 114
9.10.1.1 Flag Suspicious People and Cargo 114
9.10.1.2 Travelers Processing 114
9.10.1.3 Facial Recognition and Biometric Identification 115
9.10.2 Market Size – Assessment and Forecast – 2019-2025 115
9.10.3 Market Dynamics 2019-2025 116
9.10.4 Market Breakdown 2019-2025 116
9.11 Military & Defense Industries 117
9.11.1 Use Cases 117
9.11.1.1 Border Surveillance 117
9.11.1.2 Target Recognition & Acquisition 117
9.11.1.3 Intelligence, Surveillance, and Reconnaissance (ISR) 118
9.11.1.4 Data Information Processing 118
9.11.1.5 Intelligence Gathering 118
9.11.1.6 Warfare Platforms 118
9.11.1.7 Cyber Security 119
9.11.1.8 Logistics & Transportation 119
9.11.1.9 Training Simulations 119
9.11.2 Market Size – Assessment and Forecast – 2019-2025 119
9.11.3 Market Dynamics 2019-2025 120
9.11.4 Market Breakdown 2019-2025 121
9.12 Critical Infrastructure Security 121
9.12.1 Use Cases 122
9.12.1.1 Cyber Security 122
9.12.1.2 Facial Recognition and Biometric Identification 122
9.12.1.3 Cyberattacks & Autonomous Mass Transport 122
9.12.1.4 Traffic Management 122
9.12.1.5 Facial Recognition 123
9.12.1.6 Video and Image Analysis 123
9.12.2 Market Size – Assessment and Forecast – 2019-2025 123
9.12.3 Market Dynamics 2019-2025 124
9.12.4 Market Breakdown 2019-2025 125
10 National Markets 126
10.1 USA Homeland Security and Public Safety Market Background 126
10.1.1 Facts & Figures 2020 126
10.1.2 USA National Security Risk Assessment 2020 126
10.1.3 USA Major Homeland Security and Public Safety Organizations 131
10.1.3.1 The US Federal Homeland Security Infrastructure 132
10.1.3.2 Police Forces and Law Enforcement Agencies 133
10.1.3.3 Security and Intelligence Agencies 133
10.1.3.4 Intelligence Community Budget 134
10.1.3.5 Fusion Centers 134
10.1.4 USA Artificial Intelligence in Homeland Security and Public Safety Market 2019-2025 135
10.1.5 Market Size – Assessment and Forecast – 2019-2025 135
10.1.6 Market Dynamics 2019-2025 136
10.1.7 Market Breakdown 2019-2025 137
10.2 Canada Homeland Security and Public Safety Market Background 138
10.2.1 Facts & Figures 2020 138
10.2.2 Canada National Security Risk Assessment 2020 138
10.2.2.1 Crime in Canada 138
10.2.2.2 Terror in Canada 138
10.2.2.3 Canadian National Security 139
10.2.3 Canada Major Homeland Security and Public Safety Organizations 139
10.2.3.1 Canada Homeland Security & Public Safety Agencies Organogram 140
10.2.3.2 Canada Border Services Agency (CBSA) 141
10.2.3.3 Canadian Security Intelligence Services (CSIS) 141
10.2.3.4 Royal Canadian Mounted Police (RCMP) 141
10.2.4 Canada Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 142
10.2.5 Market Size – Assessment and Forecast – 2019-2025 142
10.2.6 Market Dynamics 2019-2025 143
10.2.7 Market Breakdown 2019-2025 144
10.3 UK Homeland Security and Public Safety Market Background 145
10.3.1 Facts & Figures 2020 145
10.3.2 UK National Security Risk Assessment 2020 145
10.3.3 UK Major Homeland Security and Public Safety Organizations 147
10.3.4 The Brexit Effects 148
10.3.5 UK Homeland Security & Public Safety Agencies Organogram 150
10.3.5.1 UK Police and Law Enforcement Agencies 150
10.3.5.2 UK Security and Intelligence Agencies 151
10.3.5.3 UK Fight Against Terrorist Financing 152
10.3.6 UK Homeland Security and Public Safety Regulation Initiatives 153
10.3.6.1 UK Investigatory Powers Bill 153
10.3.6.2 UK Counter Terror Legislation 153
10.3.7 UK Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 154
10.3.8 Market Size – Assessment and Forecast – 2019-2025 154
10.3.9 Market Dynamics 2019-2025 155
10.3.10 Market Breakdown 2019-2025 156
10.4 Germany Homeland Security and Public Safety Market Background 156
10.4.1 Facts & Figures 2020 156
10.4.2 Germany National Security Risk Assessment 2020 156
10.4.3 Germany Major Homeland Security and Public Safety Organizations 157
10.4.3.1 Germany Homeland Security & Public Safety Agencies Organogram 158
10.4.3.2 Germany Security and Intelligence Agencies 159
10.4.3.3 Germany Privacy Issues 159
10.4.4 Germany Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 160
10.4.5 Market Size – Assessment and Forecast – 2019-2025 160
10.4.6 Market Dynamics 2019-2025 161
10.4.7 Market Breakdown 2019-2025 162
10.5 France Homeland Security and Public Safety Market Background 162
10.5.1 Facts & Figures 2020 163
10.5.2 France National Security Risk Assessment 2020 163
10.5.3 France Major Homeland Security and Public Safety Organizations 164
10.5.3.1 France Counter Terror & Public Safety Agencies Organogram 164
10.5.3.2 France Homeland Security and Public Safety Regulation 165
10.5.4 France Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 165
10.5.5 Market Size – Assessment and Forecast – 2019-2025 166
10.5.6 Market Dynamics 2019-2025 167
10.5.7 Market Breakdown 2019-2025 167
10.6 Italy Homeland Security and Public Safety Market Background 168
10.6.1 Fact & Figures 2020 168
10.6.2 Italy National Security Risk Assessment 2020 168
10.6.3 Italy Major Homeland Security and Public Safety Organizations 169
10.6.3.1 Italy Homeland Security & Public Safety Agencies Organogram 170
10.6.4 Italy Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 171
10.6.5 Market Size – Assessment and Forecast – 2019-2025 171
10.6.6 Market Dynamics 2019-2025 172
10.6.7 Market Breakdown 2019-2025 173
10.7 Spain Homeland Security and Public Safety Market Background 173
10.7.1 Facts & Figures 2020 173
10.7.2 Spain National Security Risk Assessment 2020 173
10.7.3 Spain Major Homeland Security and Public Safety Organizations 175
10.7.3.1 Spain Homeland Security & Public Safety Agencies Organogram 175
10.7.3.2 Security and Intelligence Agencies 175
10.7.4 Spain Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 176
10.7.5 Market Size – Assessment and Forecast – 2019-2025 176
10.7.6 Market Dynamics 2019-2025 178
10.7.7 Market Breakdown 2019-2025 178
10.8 Australia Homeland Security and Public Safety Market Background 179
10.8.1 Facts and Figures 2020 179
10.8.2 Australia National Security Risk Assessment 2020 180
10.8.3 Australia Major Homeland Security and Public Safety Organizations 180
10.8.3.1 Australia Homeland Security & Public Safety Agencies Organogram 181
10.8.4 Australia Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 182
10.8.5 Market Size – Assessment and Forecast – 2019-2025 182
10.8.6 Market Dynamics 2019-2025 183
10.8.7 Market Breakdown 2019-2025 184
10.9 India Homeland Security and Public Safety Market Background 185
10.9.1 Facts & Figures 2020 185
10.9.2 India National Security Risk Assessment 2020 185
10.9.3 India Major Homeland Security and Public Safety Organizations 186
10.9.3.1 India Homeland Security & Public Safety Agencies Organogram 186
10.9.3.2 Security and Intelligence Agencies 187
10.9.4 India Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 187
10.9.5 Market Size – Assessment and Forecast – 2019-2025 188
10.9.6 Market Dynamics 2019-2025 189
10.9.7 Market Breakdown 2019-2025 189
10.10 China Homeland Security and Public Safety Market Background 190
10.10.1 Facts & Figures 2020 190
10.10.2 China National Security Risk Assessment 2020 190
10.10.3 China Major Homeland Security and Public Safety Organizations 191
10.10.3.1 China Homeland Security & Public Safety Agencies Organogram 192
10.10.4 China Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 192
10.10.5 Market Size – Assessment and Forecast – 2019-2025 193
10.10.6 Market Dynamics 2019-2025 194
10.10.7 Market Breakdown 2019-2025 195
10.11 South Korea Homeland Security and Public Safety Market Background 195
10.11.1 Facts & Figures 2020 195
10.11.2 South Korea National Security Assessment 2020 195
10.11.3 South Korea Major Homeland Security and Public Safety Organizations 196
10.11.3.1 South Korea Homeland Security & Public Safety Agencies Organogram 196
10.11.3.2 Security and Intelligence Agencies 197
10.11.4 South Korea Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 197
10.11.5 Market Size – Assessment and Forecast – 2019-2025 197
10.11.6 Market Dynamics 2019-2025 198
10.11.7 Market Breakdown 2019-2025 199
10.12 Japan Homeland Security and Public Safety Market Background 199
10.12.1 Facts & Figures 2020 199
10.12.2 Japan National Security Risk Assessment 2019 199
10.12.3 Japan Major Homeland Security and Public Safety Organizations 200
10.12.3.1 Japan Homeland Security & Public Safety Agencies Organogram 201
10.12.4 Japan Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 201
10.12.5 Market Size – Assessment and Forecast – 2019-2025 202
10.12.6 Market Dynamics 2019-2025 203
10.12.7 Market Breakdown 2019-2025 204
10.13 Brazil Homeland Security and Public Safety Market Background 204
10.13.1 Facts & Figures 2020 204
10.13.2 Brazil National Security Assessment 2020 204
10.13.3 Brazil Major Homeland Security and Public Safety Organizations 205
10.13.4 Brazil Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 206
10.13.5 Market Size – Assessment and Forecast – 2019-2025 206
10.13.6 Market Dynamics 2019-2025 207
10.13.7 Market Breakdown 2019-2025 208
10.14 Mexico Homeland Security and Public Safety Market Background 208
10.14.1 Facts & Figures 2020 208
10.14.2 Mexico National Security Assessment 2020 208
10.14.3 Mexico Major Homeland Security and Public Safety Organizations 209
10.14.3.1 Mexico Homeland Security and Public Safety Agencies Organogram 209
10.14.4 Mexico Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 210
10.14.5 Market Size – Assessment and Forecast – 2019-2025 210
10.14.6 Market Dynamics 2019-2025 211
10.14.7 Market Breakdown 2019-2025 212
10.15 Colombia Homeland Security and Public Safety Market Background 213
10.15.1 Facts and Figures 2020 213
10.15.2 Colombia National Security Assessment 2020 213
10.15.3 Colombia Major Homeland Security and Public Safety Organizations 214
10.15.3.1 National Police 214
10.15.3.2 Law Enforcement 214
10.15.4 Colombia Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 214
10.15.5 Market Size – Assessment and Forecast – 2019-2025 215
10.15.6 Market Dynamics 2019-2025 216
10.15.7 Market Breakdown 2019-2025 217
10.16 GCC (Golf Council Corporation) Homeland Security and Public Safety Market 217
10.16.1 GCC National Security Assessment for 2020 218
10.16.1.1 Saudi Arabia Country Assessment 218
10.16.1.2 UAE Country Assessment 218
10.16.1.3 Kuwait Country Assessment 218
10.16.1.4 Bahrain Country Assessment 218
10.16.2 GCC Major Homeland Security and Public Safety Organizations 219
10.16.2.1 Saudi Arabia Government Security Organogram 219
10.16.2.2 UAE Homeland Security & Public Safety Agencies Organogram 220
10.16.2.3 Kuwait Homeland Security & Public Safety Agencies 220
10.16.2.4 Bahrain Homeland Security & Public Safety Agencies 221
10.16.3 GCC Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 222
10.16.4 Saudi Arabia Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 222
10.16.5 UAE Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 223
10.16.6 Qatar Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 224
10.16.7 Kuwait Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 224
10.16.8 Market Size – Assessment and Forecast – 2019-2025 224
10.16.9 Market Dynamics 2019-2025 225
10.16.10 Market Breakdown 2019-2025 226
10.17 South Africa Homeland Security and Public Safety Market Background 226
10.17.1 Facts & Figures 2020 226
10.17.2 South Africa National Security Assessment 2020 226
10.17.3 South Africa Major Homeland Security and Public Safety Organizations 227
10.17.3.1 State Security Agency 227
10.17.3.2 State Security Agency Organogram 228
10.17.4 South Africa Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 228
10.17.5 Market Size – Assessment and Forecast – 2019-2025 229
10.17.6 Market Dynamics 2019-2025 230
10.17.7 Market Breakdown 2019-2025 231
10.18 Nigeria Homeland Security and Public Safety Market Background 232
10.18.1 Facts & Figures 2020 232
10.18.2 Nigeria National Security Assessment 2020 232
10.18.3 Nigeria Major Homeland Security and Public Safety Organizations 232
10.18.4 Nigeria Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 233
10.18.5 Market Size – Assessment and Forecast – 2019-2025 234
10.18.6 Market Dynamics 2019-2025 235
10.18.7 Market Breakdown 2019-2025 235
10.19 Kenya Homeland Security and Public Safety Market Background 236
10.19.1 Kenya National Security Assessment 2020 236
10.19.2 Kenya Major Homeland Security and Public Safety Organizations 236
10.19.2.1 Ministry of Interior 236
10.19.3 Kenya Artificial Intelligence in Homeland Security and Public Safety Market – 2019-2025 237
10.19.4 Market Size – Assessment and Forecast – 2019-2025 237
10.19.5 Market Dynamics 2019-2025 238
10.19.6 Market Breakdown 2019-2025 239
10.20 Rest of the World Artificial Intelligence in Homeland Security and Public Safety Market Assessment 239
10.20.1 Market Size – Assessment and Forecast – 2019-2025 239
10.20.2 Market Dynamics 2019-2025 240
10.20.3 Market Breakdown 2019-2025 241
10.20.4 Poland Artificial Intelligence in Homeland Security and Public Safety Market Assessment 241
10.20.5 Sweden Artificial Intelligence in Homeland Security and Public Safety Market Assessment 241
10.20.6 Denmark Artificial Intelligence in Homeland Security and Public Safety Market Assessment 242
10.20.7 Netherlands Artificial Intelligence in Homeland Security and Public Safety Market Assessment 243
10.20.8 Belgium Artificial Intelligence in Homeland Security and Public Safety Market Assessment 243
10.20.9 Austria Artificial Intelligence in Homeland Security and Public Safety Market Assessment 244
10.20.10 Czech Republic Artificial Intelligence in Homeland Security and Public Safety Market Assessment 245
10.20.11 Turkey Artificial Intelligence in Homeland Security and Public Safety Market Assessment 245
10.20.12 Israel Artificial Intelligence in Homeland Security and Public Safety Market Assessment 245
10.20.13 Russia Artificial Intelligence in Homeland Security and Public Safety Market Assessment 246
10.20.14 Azerbaijan Artificial Intelligence in Homeland Security and Public Safety Market Assessment 247
10.20.15 Kazakhstan Artificial Intelligence in Homeland Security and Public Safety Market Assessment 247
10.20.16 Argentina Artificial Intelligence in Homeland Security and Public Safety Market Assessment 247
10.20.17 Taiwan Artificial Intelligence in Homeland Security and Public Safety Market Assessment 248
10.20.18 Singapore Artificial Intelligence in Homeland Security and Public Safety Market Assessment 248
10.20.19 Malaysia Artificial Intelligence in Homeland Security and Public Safety Market Assessment 249
10.20.20 Indonesia Artificial Intelligence in Homeland Security and Public Safety Market Assessment 250
10.20.21 Pakistan Artificial Intelligence in Homeland Security and Public Safety Market Assessment 250
11 Select Artificial Intelligence Projects and Programs in Homeland Security and Public Safety 251
12 Leading Vendors 254
12.1 Alphabet Inc. 255
12.1.1 Company Profile 255
12.1.2 Artificial Intelligence Related Products 255
12.1.2.1 Passenger Screening Algorithm Challenge 255
12.1.2.2 Recent Events Related to AI 255
12.2 NASA 256
12.2.1 Company Profile 256
12.2.2 Artificial Intelligence Related Products 256
12.2.2.1 AUDREY 256
12.3 Evolv Technology 257
12.3.1 Company Profile 257
12.3.2 Artificial Intelligence Related Products 257
12.3.2.1 Evolv Edge solution 257
12.3.2.2 Evolv Pinpoint 257
12.3.2.3 Recent Events 258
12.4 Shield AI 258
12.4.1 Company Profile 258
12.4.2 Artificial Intelligence Related Products 258
12.4.2.1 Hivemind 258
12.4.2.2 Nova 259
12.4.3 Recent Events 259
12.5 Archarithms 259
12.5.1 Company Profile 259
12.5.2 Artificial Intelligence Related Products 259
12.5.2.1 Chrysalis 259
12.5.2.2 Recent Events 260
12.6 Cybernet Systems Corporation 260
12.6.1 Company Profile 260
12.6.2 Artificial Intelligence Related Products 260
12.6.2.1 Autonomous Material Handling Technology (AMHT) 260
12.6.2.2 Automated Tactical Ammunition Classification System (ATACS) 261
12.6.2.3 Recent Events 261
12.7 Veridium 261
12.7.1 Company Profile 261
12.7.2 Artificial Intelligence Related Products 261
12.7.2.1 Fingers Touchless ID 261
12.8 Crossmatch 262
12.8.1 Company Profile 262
12.8.2 Artificial Intelligence Related Products 262
12.8.2.1 Palm Print Live-scan 262
12.9 Tygart Technology 263
12.9.1 Company Profile 263
12.9.2 Artificial Intelligence Related Products 263
12.9.2.1 MXSERVER 263
12.10 Amazon 264
12.10.1 Company Profile 264
12.10.2 Artificial Intelligence Related Products 264
12.10.2.1 Amazon Rekognition 264
12.10.2.2 Alexa 264
12.10.3 Recent Events 265
12.11 IBM 265
12.11.1 Company Profile 265
12.11.2 Artificial Intelligence Related Products 265
12.11.2.1 Watson 265
12.11.3 Recent Events 266
12.12 Microsoft 266
12.12.1 Company Profile 266
12.12.2 Artificial Intelligence Related Products 267
12.12.2.1 Intelligent Security Graph 267
12.12.3 Recent Events 267
12.13 Thales 267
12.13.1 Company Profile 267
12.13.2 Artificial Intelligence Related Products 268
12.13.2.1 Cybels Sensor 268
12.14 Cybraics 268
12.14.1 Company Profile 268
12.14.2 Artificial Intelligence Related Products 268
12.14.2.1 nLighten 268
12.14.3 Recent Events 269
12.15 Darktrace 269
12.15.1 Company Profile 269
12.15.2 Artificial Intelligence Related Products 269
12.15.2.1 Darktrace Enterprise Immune System 269
12.15.3 Recent Events 270
12.16 ShotSpotter 270
12.16.1 Company Profile 270
12.16.2 Artificial Intelligence Related Products 270
12.16.2.1 ShotSpotter Flex 270
12.16.3 Recent Events 270
12.17 Liberty Defense 271
12.17.1 Company Profile 271
12.17.2 Artificial Intelligence Related Products 271
12.17.2.1 HEXWAVE 271
12.17.3 Recent Events 271
12.18 Toshiba 272
12.18.1 Company Profile 272
12.18.2 Artificial Intelligence Related Products 272
12.18.2.1 SATLYS 272
12.19 NEC Corporation 273
12.19.1 Company Profile 273
12.19.2 Artificial Intelligence Related Products 273
12.19.2.1 NeoFace 273
12.19.3 Recent Events 273
13 Research Methodology 274
13.1 Report Structure 274
13.2 Research Methodology 274
13.3 For Whom is This Report? 275
14 Disclaimer & Copyright 276
List of Tables
Table 1- AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 29
Table 2 – Passive Data Sources 62
Table 3 – Active Data Sources 63
Table 4 – Leading Social Media Platforms 66
Table 5- AI in Homeland Security and Public Safety Market ($M) by Technology -2019-2025 74
Table 6-The following table presents forecasts for 5 technologies for AI in the Homeland Security and Public Safety – 2019-2025 by CAGR. 75
Table 7- AI Market in Homeland Security and Public Safety Annual Growth Rate (%) by Technology – 2020-2025 75
Table 8- AI Market in Homeland Security and Public Safety Market Share (%) by Technology – 2019-2025 76
Table 9- AI in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Technology Market – 2019-2025 77
Table 10 – Machine Learning Method Types 80
Table 11 – Natural Language Processing Components 82
Table 12 – The Structure of Machine Hearing 84
Table 13 – Comparison of Robotics and other AI Programs 89
Table 14 – Main Concepts of Robotics & Expert Systems 89
Table 15- AI in Homeland Security and Public Safety Market ($M) by Vertical Market – 2019-2025 93
Table 16- AI in Homeland Security and Public Safety Market ($M) and Compound Annual Growth Rate (%) by Vertical Market – 2019, 2025 94
Table 17- AI in Homeland Security and Public Safety Market Annual Growth Rate (%) by Vertical Market – 2019-2025 94
Table 18- AI in Homeland Security and Public Safety Market Share (%) by Vertical Market – 2019-2025 95
Table 19- AI in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Vertical Market – 2019-2025 96
Table 20 – Artificial Intelligence Verticals Market Usecases 98
Table 21- Government Intelligence Vertical Market Size ($M) and Annual Growth Rates (%) – 2019-2025 101
Table 22- LEAs & First Responders Vertical Market Size ($M) and Annual Growth Rates (%) – 2019-2025 106
Table 23- Financial Intelligence Services Vertical Market Size ($M) and Annual Growth Rates (%) – 2019-2025 108
Table 24- Cyber Security Agencies Vertical Market Size ($M) and Annual Growth Rates (%) – 2019-2025 112
Table 25- Border Control and Customs Agencies Vertical Market Size ($M) and Annual Growth Rates (%) – 2019-2025 115
Table 26- Military & Defense Industries Vertical Market Size ($M) and Annual Growth Rates (%) – 2019-2025 120
Table 27- Critical Infrastructure Vertical Market Size ($M) and Annual Growth Rates (%) – 2019-2025 123
Table 28- USA AI In Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 135
Table 29- Canada AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 142
Table 30 – UK Investment in Cross-Governmental Counter Terrrorism Capabilities 151
Table 31- UK AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 154
Table 32- Germany AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 161
Table 33- France AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 166
Table 34- France AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 166
Table 35- Italy AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 172
Table 36- Spain AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 177
Table 37- Australia AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 182
Table 38- India AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 188
Table 39- China AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 193
Table 40- South Korea AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 197
Table 41- Japan AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 202
Table 42- Brazil AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 207
Table 43 – Mexico AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 211
Table 44- Colombia AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 216
Table 45 – GCC AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 225
Table 46 – South Africa AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 229
Table 47- Nigeria AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 234
Table 48- Kenya AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 237
Table 49- Kenya AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 238
Table 50- Kenya AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 239
Table 51- R.O.W AI in Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) – 2019-2025 239
Table 52 – Select Homeland Security and Public Safety AI Projects and Programs 251
Table 53 – Summary of Leading Vendors in the Artificial Intelligence Field 254
Figures
List of Figures
Figure 1 – AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 30
Figure 2- AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 30
Figure 3- AI in Homeland Security and Public Safety Market ($M) by Region – 2019-2025 31
Figure 4- AI in Homeland Security and Public Safety Market ($M) by Country – 2019-2025 31
Figure 5- AI in Homeland Security and Public Safety Market ($M) by Technology -2019-2025 32
Figure 6- AI in Homeland Security and Public Safety Market ($M) by Vertical Market – 2019-2025 32
Figure 14 – How an Artificial Intelligence Neural Network Processes Data 33
Figure 7- Global Artificial Intelligence in Homeland Security, Public Safety, National Security Markets Organogram 39
Figure 8- AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 40
Figure 9- AI in Homeland Security and Public Safety Market ($M) by Region 2019-2025 41
Figure 10- The 7 Leading AI in Homeland Security and Public Safety Markets ($M) in 2019 41
Figure 11- The 7 Leading AI in Homeland Security and Public Safety Markets ($M) by 2025 42
Figure 12- AI in Market in Homeland Security and Public Safety Market ($M) by Technology – 2019-2025 42
Figure 13- AI in Homeland Security and Public Safety Market ($M) by Verticals – 2019-2025 43
Figure 15 – Global Risks Landscape 2020 45
Figure 16- Top Global Risks by Impact and Likelihood 46
Figure 17- The Global Risks Interconnections Map 2020 46
Figure 18- The Global Risks-Trends Interconnections Map 2019 47
Figure 19- Global Risks 2020: A Regional Perceptive – Most Likely Global Risk 48
Figure 20- Top 5 Risks of Doing Business in North America 49
Figure 21 – Top 5 Risks to Doing Business in Europe 51
Figure 22- Top 5 Risks to Doing Business in South Asia 53
Figure 23 – Top 5 Risks to Doing Business in East Asia Pacific 54
Figure 24- Top 5 Risks to Doing Business in Middle East and North Africa 55
Figure 25- Top 5 Risks to Doing Business in Sub-Saharan Africa 56
Figure 26- Top 5 Risks to Doing Business in Latin America and the Caribbean 57
Figure 27 – Major Drug Trafficking Routes and Major Gold Mining Areas in Latin America 59
Figure 28 – Vertical Markets and Types of Threats they Encounter 61
Figure 29 – Artificial Intelligence Technology Platforms and Solutions Ecosystem 74
Figure 30- AI in Homeland Security and Public Safety Market ($M) by Technology -2019-2025 75
Figure 31- AI in Homeland Security and Public Safety Market Share (%) by Technology – 2019-2025 76
Figure 32- AI in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Technology – 2019-2025 77
Figure 33 – Vertical Markets Data Sources and Types of Threats 92
Figure 34- AI in Homeland Security and Public Safety Market ($M) by Vertical Market – 2019-2025 93
Figure 35- AI in Homeland Security and Public Safety Market Share (%) by Vertical Market – 2019-2025 96
Figure 36- AI in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Vertical Market 2019-2025 97
Figure 37- Government Intelligence Vertical Market Size ($M) – 2019-2025 101
Figure 38- Government Intelligence Vertical Market AGR (%) – 2019-2025 102
Figure 39- Government Intelligence Agencies Vertical Market Share (%) – 2019-2025 102
Figure 40- LEAs & First Responders Vertical Market Size ($M) – 2019-2025 106
Figure 41- LEAs & First Responders Vertical Market AGR (%) – 2019-2025 106
Figure 42- Financial Intelligence Services Vertical Market Size ($M) – 2019-2025 109
Figure 43- Financial Intelligence Services Vertical Market AGR (%) – 2019-2025 109
Figure 44- Financial Intelligence Vertical Market Share (%) – 2019-2025 110
Figure 45- Cyber Security Agencies Vertical Market Size ($M) – 2019-2025 112
Figure 46- Cyber Security Agencies Vertical Market AGR (%) – 2019-2025 113
Figure 47- Cyber Security Agencies Vertical Market Share (%) – 2019-2025 113
Figure 48- Border Control and Customs Agencies Vertical Market Size ($M) – 2019-2025 115
Figure 49- Border Control and Customs Agencies Vertical Market AGR (%) – 2019-2025 116
Figure 50- Border Control and Customs Agencies Vertical Market Share (%) – 2019-2025 116
Figure 51- Military & Defense Industries Vertical Market Size ($M) – 2019-2025 120
Figure 52- Military & Defense Industries Vertical Market AGR (%) – 2019-2025 120
Figure 53- Military & Defense Industries Vertical Market Share (%) – 2019-2025 121
Figure 54- Critical Infrastructure Vertical Market Size ($M) – 2019-2025 124
Figure 55- Critical Infrastructure Vertical Market AGR (%) – 2019-2025 124
Figure 56- Critical Infrastructure Vertical Market Share (%) – 2019-2025 125
Figure 57 – U.S. Federal Homeland Security Organogram 132
Figure 58- USA AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 136
Figure 59- USA AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 136
Figure 60- USA AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 137
Figure 61 -Canada Homeland Security & Public Safety Agencies Organogram 140
Figure 62- Canada AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 143
Figure 63- Canada AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 143
Figure 64- Canada AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 144
Figure 65 – UK Homeland Security & Public Safety Agencies Organogram 150
Figure 66- UK AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 155
Figure 67- UK AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 155
Figure 68- UK AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 156
Figure 69 – German Homeland Security & Public Safety Agencies Organogram 158
Figure 70 – Strategische Initiative Technik Budget 2014 – 2020 (M€) 159
Figure 71- Germany AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 161
Figure 72- Germany AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 161
Figure 73- Germany AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 162
Figure 74 – France Counter Terror & Public Safety Agencies Organogram 164
Figure 75- France AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 167
Figure 76- France AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 167
Figure 77 – Italy Homeland Security & Public Safety Agencies Organogram 170
Figure 78- Italy AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 172
Figure 79- Italy AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 172
Figure 80- Italy AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 173
Figure 81 – Spain Homeland Security & Public Safety Agencies Organogram 175
Figure 82- Spain AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 177
Figure 83- Spain AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 178
Figure 84- Spain AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 178
Figure 85 – Australia Homeland Security & Public Safety Agencies Organogram 181
Figure 86- Australia AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 183
Figure 87- Australia AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 183
Figure 88- Australia AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 184
Figure 89 – India Homeland Security & Public Safety Agencies Organogram 186
Figure 90- India AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 188
Figure 91- India AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 189
Figure 92- India AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 189
Figure 93 – China Homeland Security & Public Safety Agencies Organogram 192
Figure 94 – China AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 194
Figure 95- China AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 194
Figure 96- China AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 195
Figure 97 – South Korea Homeland Security & Public Safety Agencies Organogram 196
Figure 98- South Korea AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 198
Figure 99- South Korea AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 198
Figure 100- South Korea AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 199
Figure 101 – Japan Homeland Security & Public Safety Agencies Organogram 201
Figure 102- Japan AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 203
Figure 103- Japan AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 203
Figure 104- Japan AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 204
Figure 105 – Brazil Major Homeland Security and Public Safety Organizations 205
Figure 106- Brazil AI Homeland Security and Public Safety Market Size ($M) – 2019-2025 207
Figure 107- Brazil AI in Homeland Security and Public Safety Market AGR (%) – 2019-2029 207
Figure 108-Brazil AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 208
Figure 109 – Mexico Homeland Security and Public Safety Agencies Organogram 209
Figure 110 – Mexico AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 211
Figure 111- Mexico AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 211
Figure 112- Mexico AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 212
Figure 113- Colombia AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 216
Figure 114- Colombia AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 216
Figure 115- Colombia AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 217
Figure 116 – Saudi Arabia Government Security Organogram 219
Figure 117 – UAE Homeland Security & Public Safety Agencies Organogram 220
Figure 118- GCC AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 225
Figure 119- GCC AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 225
Figure 120- GCC AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 226
Figure 121 – South Africa State Security Agency Organogram 228
Figure 122- South Africa AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 230
Figure 123- South Africa AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 230
Figure 124- South Africa AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 231
Figure 125- Nigeria AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 234
Figure 126- Nigeria AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 235
Figure 127- Nigeria AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 235
Figure 128- Kenya AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 238
Figure 129- R.O.W AI in Homeland Security and Public Safety Market Size ($M) – 2019-2025 240
Figure 130- R.O.W AI in Homeland Security and Public Safety Market AGR (%) – 2019-2025 240
Figure 131- R.O.W AI in Homeland Security and Public Safety Market Share (%) – 2019-2025 241
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