A connected world, however, faces its own challenges. Devices in IoT need innovative
sensing techniques and information delivery mechanisms. A major obstacle that needs to be addressed is the problem of connectivity. Different devices need to be wired differently, depending on their power consumption, throughput, and the kind of information to be transmitted. Unscheduled and unforeseen failure of assets increases business expenditure.

SparkCognition is bridging the gap between Big Data and predictive maintenance by harnessing real time data from connected devices and incorporating deep learning and artificial intelligence (AI) for more accurate risk assessment and intervention before the
incident actually occurs.

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