Istanbul is a city that defies easy description—a vast metropolis straddling two continents, steeped in history, and pulsing with relentless, modern energy. But for millions of its residents, this energy often translates into one frustrating reality: traffic. To manage this immense challenge, the Istanbul Metropolitan Municipality (IMM) operates a sophisticated Intelligent Transport System (ITS), often viewed through its public-facing dashboard and mobile applications.