SWITCH

What SWITCH does

SWITCH, or Street WITCHer, is an innovative technology company founded by Matteo Forte and Nunzio Gianfelice. It specializes in optimizing fleet operations and strategic planning for urban mobility and logistics using powerful, easy-to-use AI tools. Originally an app for vehicle sharing, SWITCH adapted during the COVID-19 pandemic to address broader mobility and logistics challenges. The company offers intelligent AI-Driven software solutions and Agents that accurately predict demand, streamline vehicle operations, and enhance the experience for both providers and users. Its mission is to make urban mobility and logistics smarter, more efficient, and more sustainable with AI, helping mobility providers and logistics companies operate profitably and sustainably by providing AI-powered insights and real-time tools to ensure vehicles are always where they’re needed most. This results in better user experiences, higher vehicle utilization, reduced operational costs, and a cleaner urban environment. SWITCH's vision is a future where urban fleets seamlessly connect people, things, and places, driving sustainable and accessible urban living. The company's unique selling proposition lies in its innovative use of AI Simulations, granular urban data, and machine learning to optimize urban mobility and logistics services, backed by a comprehensive understanding of urban mobility and collaboration with cities and mobility operators.

Products

• URBIVERSEAn AI simulation platform for strategic planning, offering synthetic data solutions, real-time what-if simulations, optimized fleet sizing, and infrastructure planning (parking/logistics hubs, EV Charging Stations). It helps make smarter strategic decisions with powerful AI simulations, scenario planning, and synthetic data generation, providing clear answers to complex questions such as fleet sizing, infrastructure planning, and policy impacts.
• SWITCH AI AgentAn agentic AI for real-time actions, forecasting, simulating, and executing with context-aware decision-making. It connects planning and operations with real-time forecasts and autonomous decision-making. It also functions as a natural language copilot for fleet operations, allowing users to chat directly with their operations, ask questions, give commands, and make decisions in plain language, and provides early versions of AI agents for predictive planning, smart dispatch, and real-time insights.
• URBAN COPILOTA tool for executing operations, offering demand forecasting, fleet rebalancing, and operations optimization. It delivers real-time insights to optimize daily fleet operations, including demand forecasting, vehicle distribution, and route optimization, keeping fleets running efficiently and effectively.
• Pulse-AISWITCH's powerful AI simulation engine designed to optimize urban mobility and logistics operations and planning. It leverages industry-specific Generative AI to accurately forecast demand patterns and simulate scenarios, providing insights into both fulfilled and unfulfilled needs across cities. It also builds a virtual copy (digital twin) of fleets, operations, and infrastructure to test different scenarios.
• OptiMeshSWITCH’s smart optimization algorithm designed to help fleets run smoothly. It intelligently assigns resources and plans routes for daily tasks like vehicle rebalancing, battery swaps, food deliveries, and last-mile logistics, ensuring operations stay efficient and fleets perform at their best.

Key capabilities

• Agentic AI for real-time actions
• Forecast, simulate, execute capabilities
• Context-aware decision-making
• Real-time what-if simulations
• Optimized Fleet Sizing
• Infrastructure planning (parking / logistics hubs, EV Charging Stations)
• Demand Forecasting
• Fleet Rebalancing
• Operations Optimization
• AI-driven management tools
• Advanced mobile app for logistics
• Routing optimization
• Performance forecasting tools
• Up to 98% demand-forecast accuracy
• Data-driven insights for policy simulation
• Pulse-AI: AI simulation engine
• OptiMesh: Smart optimization algorithm
• Industry-specific Generative AI
• Predictive analytics
• Digital twin technology
• Smart Demand Forecasting
• Realistic Simulations
• Smart Routing Algorithms
• Customizable Capacities
• Task Prioritization
• Multi-stop Task Handling
• Natural language copilot for fleet operations
• API Access with vehicle-based pricing

Use cases

• Optimize fleet distribution and operational efficiency for shared mobility companies
• Streamline workflows and enhance operational efficiency for 3PLs managing maintenance, inspection, and rebalancing tasks
• Revolutionize logistic tasks and delivery operations for logistics and last-mile delivery companies
• Demand forecasting for vehicle purchasing, positioning, and pricing for car rental companies
• Enhance shared-mobility planning and monitoring for local governments
• Strategic planning scenarios
• Fleet sizing and deployment strategies
• Infrastructure planning for EV charging and parking
• Policy impact analysis
• “What-if” scenario exploration to optimize operational efficiency
• Fleet rebalancing
• Vehicle maintenance scheduling
• Battery swapping
• Real-time route optimization
• Predictive planning
• Smart dispatch
• Real-time insights
• Optimizing EV Mobility
• Micromobility Hub Placement
• Forecasting Mobility Demand & Red Zones

AI approach

SWITCH utilizes proprietary AI technologies, Pulse-AI and OptiMesh, to optimize urban mobility and logistics. Pulse-AI is an AI simulation engine leveraging industry-specific Generative AI for demand forecasting and scenario simulation, creating digital twins of fleets and infrastructure. OptiMesh is a smart optimization algorithm for resource assignment and route planning, including real-time updates and task prioritization. The SWITCH AI Agent connects planning and operations with real-time forecasts and autonomous decision-making, acting as a natural language copilot for fleet operations.

Tech named: Pulse-AI, OptiMesh, Agentic AI, Generative AI, predictive analytics, digital twin, machine learning

Industries served

• Shared Mobility Companies
• Third-Party Logistics (3PLs)
• Logistics and Last Mile Delivery Companies
• Car Rental
• Local Governments
• Urban Mobility
• Fleet Management

What it says sets it apart

• Agentic AI for real-time actions and autonomous decision-making
• Proprietary Pulse-AI and OptiMesh technologies
• Industry-specific Generative AI for demand forecasting
• Digital twin technology for realistic simulations
• Comprehensive understanding of urban mobility
• Collaboration with cities and mobility operators
• High accuracy in demand forecasting (up to 98%)
• Flexible, vehicle-based pricing for scalability
• Extensive integration capabilities (250+ ready-to-use integrations and custom setups)
• Focus on both operational efficiency and strategic planning