Download TOC as PDF1          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