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Madhukar Govindaraju is the founder and CEO, Numly, Inc. The views expressed here are his own. He can be reached at As a software executive, tech entrepreneur and AI/data/analytics @scale practitioner for the past couple of decades, I always find it interesting when technology can finally start to do some ‘real good’.