<p id="">The automotive and transportation sectors generate colossal amounts of data from connected vehicles, vast supply chains, and customer interactions. However, companies often find themselves stuck in the slow lane when it comes to extracting tangible value from their data assets. Legacy systems, data silos, and a shortage of specialized talent lead to data and AI initiatives stalling out.</p><p id="">Companies often have petabytes of vehicle sensor data with the potential to revolutionize predictive maintenance and autonomous driving. But getting the right data into the hands of their engineers and data scientists remains an uphill battle. Without a scalable data and AI operating system, transportation leaders risk falling behind in the race towards intelligent, data-driven operations. That's where the Shakudo operating system comes in.</p>