Page 14 - Ai Robogenius
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Our                                         [stakeholder(s)]                        Who









                    Has / Have a problem that                [issue, problem, need]                    What









                    When / While                              [context, situation]                     Where









                    An ideal solution would be           [benefit of solution for them]                 Why











                                 Task                                                         Century   #Critical Thinking
                                                                                                21 st
                                                                                               Skills

                     Managing Traffic Congestion in Urban Areas

                     Many cities around the world face daily traffic jams, especially during office hours. The growing
                     number of vehicles, limited road space and poor traffic management systems cause long
                     delays, fuel wastage and frustration among commuters. Despite efforts like traffic signals,
                     flyovers and alternate routes, congestion continues to rise due to unpredictable vehicle flow
                     and poor route planning.
                     Let us explore the issue further using the 4Ws Problem Canvas Template to understand the
                     problem better.




                  DATA ACQUISITION

                  Data Acquisition is the foundation of a successful AI project. In this stage, relevant data
                  is identified, collected and organised for further analysis and modelling. Since AI systems
                  learn from data, the quality, quantity and variety of data directly impact how accurately the
                  AI system can perform.




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