machine-learning
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The Forecasting Engines Betting Against Your Sales Team
Clari, BoostUp and Aviso all promise a clearer revenue number. Under the hood, they make very different bets about pipeline history, deal behavior and the value of human judgment.
Hayden AI
This video profiles Hayden AI, a company building an AI-powered platform that automates the enforcement of bus lanes on public transit systems. Cameras mounted behind a bus windshield feed an onboard compute box that detects when a parked or stopped vehicle is illegally blocking a bus lane. The system processes footage on the bus itself, blurring license plates and faces and transmitting only the clip tied to an actual violation to the cloud. Framed as a low-cost path to smarter cities, Hayden AI argues that one blocked bus lane impedes 50 to 60 riders at once, and that automating enforcement reduces collisions, improves on-time arrivals, lowers greenhouse gas emissions, and grows ridership.