Thought leadership in
data-driven automotive
use cases

Driver Apps as a Service: An efficient route-to-market for FMS and Telematics providers

Technologies like Artificial Intelligence, Machine Learning, and the Internet of Things are opening new possibilities every day, and the Driver App as a Service is one such innovation.

Overcoming the challenges of limited data to make Machine Learning personal

CloudMade’s Head of Engineering Pavlo Negadailov discusses how we develop personalized learning solutions when the training data is limited.

Demand Prediction: the superpower your car rental business needs

Running a car rental business is challenging. Yet, you should be able to answer questions like when you should decrease or increase inventory, how will this projection change over time, and what the optimal price should be for a vehicle during a specific time.

Top-5 Prediction-related use cases in 2022

CloudMade, a provider of predictive analytics software for fleet management, recently conducted a survey to gather responses from the fleet industry and provide an insight into the value of predictive fleet management use cases.

Monetizing data created by the fleets, and adding it to the balance sheet and P&L

Data is more like the currency of the 21st century. The automotive industry is one sector where data monetization brings the greatest benefits.

Personalized offers and UX in the automotive industry for increased customer retention

Сompanies that underestimate the importance of digital customer experience are facing the consequences. The automotive industry is a perfect example of this.

Top 6 ADAS Trends in 2022

The fast-paced and evolving world of ADAS (Advanced Driver Assistance Systems) technologies can feel a little bit bewildering if you’re in the market for a new car — how many of these futuristic features do you need?

Making a smooth change to an electric fleet with CloudMade

Transitioning to an electric fleet offers sizable benefits — from cost saving to a cleaner environment. To help businesses switch to fully electric vehicles, we at CloudMade offer you actionable steps.

The easy guide to using AI to improve Fleet Management

Artificial Intelligence (AI) is gaining traction in the fleet management sector. Managers are beginning to see that AI is not meant to replace them but rather assist in streamlining their role.

Predictions-based battery-saving for preheating and precooling in hybrid vehicles

Find out how CloudMade’s predictive framework enables intelligent battery management, thereby making vehicle preconditioning simpler and more effective.

Adding predictive capabilities to Fleet Management Software to increase competitive advantage

As fleet owners increasingly demand greater insights from their data, CloudMade’s Fleet Predictions as a Service provide value-adding intelligence ready to be integrated into existing FMS.

Developing CloudMade’s Adaptive Framework: Technical Challenges We Overcame

How the CloudMade team was inspired to create an industry-leading cloud and SDK product for collecting and analysing automotive data sets, and the difficulties that were solved along the way.

The Key Fleet Management Capabilities Of 2022

• Sustainable solutions & electrification of the fleet.
• Data-driven approach to improve fleet management decision-making.
• Real-time alerts and route maps.

Exciting customers through a seamless digital rental experience

• Enhance the margins for vehicle rental and subscription providers.
• Increase customer excitement and loyalty with personalized offerings.
• Use-cases to strengthen rental company’s brand and increase revenue.

AI-based Mobility & Fleet Predictions as a Service

• Maximizing value of fleet management software.
• Predicting future need of vehicles, maintenance cost, total cost of ownership and more.
• Innovative use cases to analyze and improve driver behaviour.

HMI in the machine-learning age

• Machine learning is changing the way HMI is designed
• Moving away from static, siloed experiences
• Curating the HMI from a constant feed of relevant content

Personal Digital Assistants

• How can we create the perfect in-vehicle voice assistant?
• Building personalised profiles.
• Proactivity, personality and management.

Subscription vehicle survey 2021

• Current awareness of vehicle subscription services.
• Propensity to use subscription services.
• Current behaviours with supporting automotive products.

Infotainment

• Personalise and simplify the content on the screen for every driver.
• Make every journey instantly familiar and increase safety.
• Give the user access to their content in a magical way.

Digital assistant

• Disambiguate conversation to provide the right answers faster.
• Increase usage of vehicle functionality.
• Create a relationship between driver and vehicle.

Assisted driving

• Increase usage of ADAS functionality.
• Onboard and coach the driver and prepare for an autonomous future.
• Increase safety for the driver and other vehicles.

ACC feature adoption

• Onboard and coach the driver with simple tutorials.
• Increase driver’s skills level over time.
• Make the driver confident to use ACC on all journeys.