Servitization and Post-Production Analytics

Use Avenga’s experience in embedded systems and IoT-based analytics platforms to unlock the value of post-production vehicle data.

How We Can Help You

Our team enables organizations to implement predictive maintenance and usage-based service models that extend vehicle lifespans and find new business opportunities.

Servitization Strategy and Implementation

Predictive Maintenance

Post-Production Analytics

We partner with organizations to navigate the shift from product-centric to service-driven business models. Our expertise can help you develop and implement usage-based pricing models and subscription services that create sustainable recurring revenue streams. We offer consulting services for revenue stream diversification and make it possible for businesses to capitalize on new service opportunities in the aftermarket sector.

Drawing on our knowledge of vehicle lifecycle management, we empower companies to implement predictive maintenance capabilities. Our approach combines AI and ML techniques with domain expertise to craft maintenance forecasting systems. Our engineering team can develop custom algorithms that analyze performance patterns and predict potential issues. We design solutions that optimize fleet lifecycle management through early problem detection and maintenance scheduling optimization.

Through our experience with embedded systems integration, we create data collection frameworks that form the foundation for advanced analytics capabilities. You can partner with us to build real-time monitoring systems and diagnostic tools, all presented through intuitive, customized dashboards that enable quick decision-making. We also help organizations design and adopt custom IoT-based systems that capture a full spectrum of vehicle performance data.

Innovate your mobility offerings with custom analytics

“Working with Avenga strengthens our ability to enhance intelligent APRON management, helping airports operate more safely, efficiently, and sustainably.”

Peter Håkansson
Director Product Management APRON, ADB SAFEGATE

Proven Experience in Transportation and Logistics

Industry

Registered partner for IBM BPM solutions

Industry

Custom software development for media entertainment

Featured Insights

Nearshore software development in Europe: 2026 top vendors

What We Do in Servitization and Post-Production Analytics

1 Servitization and Post Production Analytics - Avenga

2 Asset Tracking Safety and Management - Avenga

3 Asset Tracking Safety and Management - Avenga

IoT Platforms

Tap into custom IoT solutions that can form the backbone of your post-production vehicle analytics. These platforms can integrate vehicle sensors, telematics systems, and external data sources for a unified data ecosystem.

Join a growing community of transportation leaders who trust us

“The team is dedicated to supporting the client in their journey of achieving business milestones.”

Carlos Leymarie
CEO, AssistCargo

Key Innovations

Sustainability-Driven Analytics

Environmental considerations are driving demand for analytics that optimize vehicle efficiency and reduce carbon footprint. Our solutions can incorporate sustainability metrics into performance analytics and maintenance scheduling.

Cross-Fleet Analytics Integration

Organizations are seeking insights across different vehicle types and brands. We can build software that aggregates and analyzes data from diverse sources to provide you with advanced fleet intelligence.

Dynamic Pricing Models

Service pricing is becoming more sophisticated and responsive. We can create analytics systems that support complex, real-time pricing adjustments based on multiple factors for your organization.

Smart City Integration

Vehicles are increasingly connecting with urban infrastructure. Our analytics solutions can help you leverage these connections for improved service delivery and urban mobility.

Why Avenga?

Why Avenga

Accelerated Time-to-Value

By leveraging our experience with similar implementations across the mobility sector, we help clients achieve faster returns on their digital investments and quickly establish new revenue streams.

Why Avenga

Cross-Industry Experience

Our work across various sectors, from automotive to manufacturing, gives us a broader perspective. This allows us to identify and adapt proven strategies and technologies to empower your mobility business with a distinct competitive advantage.

Why Avenga

Scalable Implementation

Our approach guarantees solutions can grow and adapt with our clients’ needs, from initial pilot programs to full-scale deployments across entire vehicle fleets.

Why Avenga

Future-Ready Architecture

We design solutions that can adapt to emerging technologies and changing market demands, in this way, protecting our clients’ investments and supporting long-term competitive advantage.

Related Insights

Industry

Registered partner for IBM BPM solutions

Industry

Custom software development for media entertainment

Featured Insights

Nearshore software development in Europe: 2026 top vendors

FAQ

Servitization in mobility represents a shift from selling vehicles or transportation solutions as one-time products to offering them as ongoing services. Think of it as moving from selling a car to providing “mobility as a service” (MaaS). This might include ride-sharing, subscription services, fleet management, predictive maintenance, and other value-added offerings. It’s about focusing on the customer’s needs and providing a complete transportation solution rather than just a product.

Post-production analytics is crucial for successful servitization. It involves collecting and analyzing data from vehicles and other mobility assets after they’ve been deployed. This data can include usage patterns, performance metrics, maintenance needs, driver behavior, and even environmental impact. Analyzing this data allows businesses to optimize service delivery, predict potential issues, improve product design, personalize the customer experience, and ultimately, create more value.

A wide variety of data points can be collected, depending on the specific application. This includes:

Vehicle telematics. Speed, location, engine performance, fuel consumption, braking patterns, diagnostic trouble codes (DTCs).

Environmental data. Emissions, fuel efficiency, air quality data.

Maintenance data. Service history, part replacements, upcoming maintenance needs.

Sensor data. Temperature, pressure, vibration, and other sensor readings from various components.

We work with a wide range of mobility businesses, including:

Fleet operators. Optimizing fleet performance, reducing costs, and improving driver safety.

Ride-sharing companies. Enhancing operational efficiency, personalizing the customer experience, and optimizing pricing strategies.

Public transportation agencies. Improving service reliability, optimizing routes, and providing real-time information to passengers.

Logistics providers. Tracking shipments, optimizing delivery routes, and improving supply chain visibility.

Data security and privacy are paramount in all our projects. We employ security measures throughout the software development lifecycle, from secure coding practices to encryption and access control. We work closely with our clients to understand their specific data security and privacy requirements and guarantee our solutions comply with all relevant regulations, such as GDPR and CCPA. We believe in transparency and work with our clients to establish clear data governance policies.

Scalability is a core consideration in our development process. We design our solutions with scalability in mind from the outset, using modern architectures and technologies that can handle increasing data volumes and user traffic. We conduct thorough performance testing and optimization to ensure our solutions can meet current and future demands. We also work closely with our clients to understand their growth plans and guarantee our solutions can scale accordingly.

We can enable servitization by providing the platform and tools to manage and deliver mobility services effectively, from subscription management and billing to fleet optimization and customer support. Servitization opens up new revenue opportunities through subscription models, value-added services, and data-driven insights. Finally, our solutions can help you track and report data required for compliance with various regulations.

Our team has experience with various data analytics tools and technologies, including cloud-based platforms like AWS with services like Athena, Redshift, and SageMaker, GCP with BigQuery and Vertex AI, and Microsoft Azure with Synapse Analytics and Azure Machine Learning. We are proficient in big data processing frameworks like Apache Hadoop and Apache Spark, which are essential for handling the volume and velocity of data generated in the mobility sector.