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2.  Smart deployment:  Integrating AI into the jobs        flagged immediately to a border personnel, but by
               of officers could provide much-needed support in        tracking and analyzing data in near-real time, an
               the early detection of dangerous people, goods, and     AI-enabled system would flag this individual for
               activity. Security staffing has a significant impact    further investigation by the border security guard
               on the resources required to physically patrol          to be at risk for human trafficking. AI-powered
               border crossing areas. By employing the use of          machine vision could also support this in-depth
               smart sensors coupled with integrated datasets on       investigation by using infrared cameras and blood
               migration patterns, crossing activity, demographics,    flow pattern recognition systems to recognize
               environmental data and more, AI could work              deception in an individual. Studies suggest humans
               with security organisations to reallocate or deploy     are able to spot a lie about 54 percent of the time,
               personnel directly to areas of the border where         whereas AI has an accuracy rate of over 80 percent.
               they would be most effective in that particular         Through machine learning and the integration of
               time and space. Often it has been seen that the         more and more data, these methods are continuing
               transborder crimes have a pattern which are linked      to be refined.
               to several other geo-physical-cultural factors. A
               nuanced AI model can provide interlinkages to       4.   Logistics and mission planning with purpose:
               these factors (external and internal) and help          Combine environmental, asset, and historical
               us to strategize better deployment, for example         operational data to better predict mission scenarios
               human trafficking may peak in some months (may          to ensure resources are allocated advantageously,
               be during months when there is a cyclic recession       coordinating  between   multiple   units  and
               in employment opportunities across the border)          operations or task forces. Identify optimal areas
               or narcotics movement may peak in some other            for camps, and evacuation supply routes for both
               months and routes depending on harvest seasons          military and humanitarian efforts.
               of neighbouring countries or illegal migration      5.  Optimum use of existing tech: AI can also be
               may increase as result of natural calamity or as a      used to enhance existing systems, such as x-ray
               reaction to some new legislations (domestic as well     scanners for luggage/ package/parcel review. Using
               international) – we can be better prepared and          computer vision and machine learning algorithms,
               effective if the AI models can predict the higher       dangerous goods can be more accurately and
               probabilities of such trans-border crimes.
                                                                       consistently identified, reducing the amount of
            3.   Ops insights: There is so much data being tracked     manual labour and possible human error involved
               every day, but often its value cannot be unlocked       in having to personally examine the scans.
               simply because it doesn’t sit in the same place.    6.    Suspect identification with accuracy:  Use AI to
               Integrating previously siloed datasets can reveal       recognize patterns of behaviour in an individual’s
               connections that a human would not be able              data that could indicate suspicious activity and
               to piece together–but AI could. AI-supported            flag for officer review. Use biometric technology
               systems could collect traveller data associated with    to accurately match travellers to their travel
               a particular person– identified biometrically to        documents to improve flow of traffic at security
               ensure their identity–who has been entering and         checkpoints, flagging only certain individuals who
               exiting the country frequently, each time with a        present irregularities.
               child that has a different name. This might not be
                                                                   7.    Surveillance with integrity:  Combine migration
                                                                       pattern, demographics, environmental data, and
                                                                       border activity data to provide increased situational
                                                                       awareness along border crossings and effectively
                                                                       prepare and deploy security personnel. Use
                                                                       smart sensors and image recognition to improve
                                                                       surveillance activities and object detection across
                                                                       large areas of border crossings to refocus security
                                                                       personnel’s efforts on responding to unauthorized
                                                                       crossings and other security breaches instead of
                                                                       conducting ad hoc patrols.

                                                                   8.   Predictive asset maintenance with confidence:
                                                                       Use sensor technology and computer vision to




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