Switch - Street Witcher

SWITCH – Street WITCHer is a B2B SaaS platform that leverages Agentic AI and advanced simulations to fundamentally transform urban mobility and logistics systems. Its core value proposition lies in creating dynamic, intelligent digital twins of urban environments, enabling businesses and governments to model, predict, and optimize complex transportation networks in real-time. This approach moves beyond static analysis, allowing for proactive decision-making that enhances efficiency, reduces costs, and improves the sustainability of city operations.

Key features: The platform offers a comprehensive suite of capabilities including high-fidelity scenario simulation for testing policy changes or new service rollouts, real-time demand prediction and forecasting for services like ride-hailing and last-mile delivery, and synthetic data generation to train models without compromising privacy. It provides granular fleet optimization for routing and scheduling, predictive maintenance alerts for vehicle fleets and infrastructure like EV charging stations, and operations optimization tools that integrate real-time analytics with generative AI for automated planning and dispatch.

What sets SWITCH apart is its deep focus on agent-based modeling and AI simulation, creating a living digital replica of a city where millions of autonomous agents (representing vehicles, people, packages) interact. This allows for unparalleled accuracy in forecasting emergent behaviors and system-wide impacts. Technically, it integrates with existing IoT sensors, GIS data, and enterprise software stacks, offering robust APIs for custom development. Its simulations account for stochastic variables like weather, traffic incidents, and fluctuating demand patterns, providing a more resilient planning framework than traditional deterministic tools.

Ideal for city governments and municipal planners developing smart city infrastructure and traffic management policies, logistics and delivery companies optimizing last-mile operations and fleet management, shared mobility providers (e-scooters, car-sharing) for dynamic rebalancing and demand forecasting, and real estate or retail businesses analyzing site selection based on transportation patterns. It is also highly valuable for engineering service firms consulting on urban development projects and for enterprises managing large private transportation fleets.

As a freemium service, SWITCH offers a free tier with limited simulation complexity and data access, suitable for initial exploration and small-scale modeling. Paid enterprise plans, which are custom-quoted based on city size, data volume, and required computational power, provide full access to high-performance simulations, advanced analytics, dedicated support, and custom integration services, making it a scalable solution from pilot projects to city-wide deployments.