Data and Analytics for Mobility

At Avenga, we transform mobility data into actionable insights for the transportation sector. Our advanced approach to data management enables operators to predict demand, optimize fleet operations, and improve the customer experience. By leveraging AI and machine learning, we provide real-time decision-making tools based on data that ensure efficiency, sustainability, and profitability across various modes of transportation.

Solving Your Mobility Challenges with Data-Driven Insights

Mobility organizations face challenges such as operational inefficiencies, demand unpredictability, and high costs. Our data collection and analytics solutions are designed to better manage transportation and provide greater visibility into your digital infrastructure.

Predictive Demand Analytics

Use AI to forecast passenger volumes and demand patterns.

Fleet Optimization Tools

Dynamically adjust routes and schedules based on live data inputs.

Maintenance Prediction Platforms

Utilize data generated through IoT for proactive maintenance.

Revenue Optimization Models

Analyze trends to identify pricing and promotional opportunities.

Integrated Analytics Dashboards

Centralize data for streamlined decision-making.

Use Cases of Mobility Data: Best Practices and Metrics in Action

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Transforming Mobility with Data Sharing and Custom Software

Predictive Occupancy

Fleet Optimization

Maintenance Prediction

Revenue Optimization

Integrated Operational Dashboards

Passenger Insights

Maintenance Analytics

Using advanced AI and machine learning algorithms, we help predict passenger occupancy in real time. This enables more accurate capacity planning and helps reduce overcrowding or underutilization, enhancing the overall passenger experience.

Unlock the Full Potential of Your Mobility Operations

Let Avenga help you turn data into actionable insights. Our custom solutions empower you to make smarter, data-based decisions.

Tailored Mobility Solutions Backed by a Robust Data Repository

Why Avenga

IoT Integration

Enable data collection for real-time tracking and predictive maintenance.

Why Avenga

AI and Machine Learning

Predict demand, optimize routes, and personalize mobility services.

Why Avenga

Big Data Analytics

Analyze large datasets for tangible insights.

Why Avenga

Cloud Computing

Enhance scalability and data accessibility across systems.

Your Partner in Mobility Data Excellence

Proven expertise in mobility-focused data solutions

Avenga combines decades of experience in the mobility services industry with cutting-edge data and analytics capabilities. From leveraging AI to optimize routes and predict maintenance needs to integrate IoT sensors for live asset tracking, we deliver solutions that turn complex datasets into valuable insights. Our deep understanding of mobility systems ensures smarter decision-making and operational efficiency.

Strong industry partnerships with global leaders

We collaborate with leading technology providers and mobility innovators to bring you best-in-class solutions. These partnerships allow us to deliver seamless integrations, cutting-edge tools, and proven frameworks, such as unified ticketing systems and compliance with global standards like BoB and VDV. Together, we ensure your mobility systems are connected, efficient, and future-ready.

Commitment to innovation and sustainability

Innovation and sustainability are at the heart of everything we do. Avenga’s data-driven platforms help reduce environmental impact through optimized resource use and smarter planning. From predictive maintenance to lifecycle efficiency, our solutions empower cities and operators to build greener, more resilient mobility ecosystems.

Tailored approaches combining local insights with global expertise

We understand that every region and operator has unique challenges and opportunities. By combining global best practices with local insights, we craft customized solutions that align with your goals. Whether optimizing for specific regulations or enhancing user experience, our tailored approach ensures your systems deliver value where it matters most.

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FAQ

Mobility data is collected from multiple sources, including IoT sensors, GPS tracking, ticketing systems, mobile applications, and connected vehicles. Up-to-date feeds from transportation networks, historical ridership data, and third-party mobility data providers also contribute to comprehensive insights. Avenga integrates data from these sources into unified analytics platforms, ensuring operators can make informed decisions based on accurate, live-streamed information.

A mobility data platform is a centralized system that aggregates, processes, and analyzes mobility-related data. These platforms provide a holistic view of transportation networks by integrating various datasets, such as passenger flows, vehicle locations, maintenance schedules, and environmental factors. By utilizing AI and machine learning, mobility data platforms help operators predict demand, optimize fleet performance, improve passenger experiences, and enhance sustainability efforts.

Predictive analytics uses historical and current data to forecast transportation trends, such as peak demand periods, traffic congestion, and potential vehicle breakdowns. By applying AI-driven algorithms, mobility companies can dynamically adjust routes, optimize fleet distribution, and anticipate operational disruptions before they occur. This not only enhances efficiency but also reduces fuel costs, minimizes delays, and improves overall service reliability.

Intelligent Data Distribution between stakeholders — such as public transit agencies, private mobility providers, and smart city initiatives — enables better coordination, efficiency, and service innovation. Secure data-sharing frameworks ensure compliance with privacy regulations (such as GDPR or CCPA), utilizing encryption, anonymization, and access controls to protect sensitive information. Avenga implements proven methods in data governance to ensure that providers use mobility data responsibly while enabling seamless collaboration.

Mobility data solutions play a crucial role in promoting sustainable transportation by optimizing energy use, reducing emissions, and improving resource allocation. By analyzing real-time mobility patterns, cities and operators can implement eco-friendly policies, such as adaptive traffic management, electrification strategies, and demand-based fleet deployment. Additionally, predictive maintenance ensures that vehicles operate efficiently, reducing waste and prolonging their lifespan. Avenga’s data-driven solutions help organizations build greener, more resilient mobility systems.

Data sharing enables seamless coordination between mobility providers, improving service efficiency and passenger experience. By sharing real-time metrics on vehicle locations, ridership trends and traffic conditions, operators can create integrated, multimodal transport systems. This promotes smoother transfers, better route planning and demand-driven service adjustments. Avenga helps establish secure, standardised data exchange frameworks that open up new opportunities for collaboration and innovation in the mobility ecosystem.