AI solutions for automotive
The transition to autonomous, connected, and smart mobility is revving up. With 20 years in software development and 500 projects under our belt, Vention’s team accelerates your journey into the future of the automotive industry by developing AI solutions that keep you at the cutting edge of innovation, enhance efficiency, and drive revenue.
Turbocharge your business with our AI solutions tailored for the automotive industry
Our custom AI software leverages next-gen technology to help Tier 1 companies and original equipment manufacturers (OEMs) optimize product design and development, elevate new offerings, and roll out game-changing driving experiences.
Autonomous driving solutions
Our engineers develop AI-driven solutions to support different levels of automation in vehicles. We equip your autonomous driving software with HD map components, V2X connectivity, driving pattern analysis, and other state-of-the-art features to make split-second decisions and adapt to live road conditions.
Advanced driver-assistance systems (ADAS)
Leverage our AI expertise to develop smart algorithms that automate and enhance monitoring, warning, braking, and steering tasks. With features like real-time hazard detection and behavioral adjustment, our advanced driver assistance systems save lives at the wheel and cut costs on the road.
AI-enhanced automotive manufacturing
From automated production lines to digital twins and quality control robots, our team helps automotive companies implement AI solutions to optimize their manufacturing cycles. Our software transforms automotive manufacturing through slashed costs, superior product quality, and maximized efficiency.
Predictive maintenance systems
Want to go the extra mile for your consumers? We can help you create in-vehicle predictive maintenance systems that detect potential faults early and enable swift replacements and repairs. Our team also builds predictive maintenance systems for assembly lines, helping manufacturers avoid unplanned downtimes and maintain peak system performance.
Human-machine interface
We build intuitive HMI software, enhanced with 3D graphics and speech recognition, to promote more innovative, enjoyable, and distraction-free driving experiences. As your tech partner, we handle HMI design, development, configuration, and integration processes.
Embedded software
Vention delivers embedded automotive software solutions for vehicle tracking, over-the-air updates, telematics, and virtual diagnostics. Our deep understanding of constrained environments and embedded systems allows us to deliver performant and fault-tolerant solutions that enhance the safety and convenience of connected experiences.
Smart AI features that shift vehicle interactions into high gear
In the automotive industry, artificial intelligence is the force behind tailored, streamlined, and standout service experiences. Use Vention's proven expertise in machine learning development, analytics, and IoT to develop solutions that amplify vehicle intelligence.
Looking for a development partner?
Our dedicated AI team is ready to create digitally connected driving experiences that put you in the fast lane of the automotive industry.
Technologies behind our AI solutions
When it comes to AI solutions for automotive, AI alone doesn’t always cut it. We combine deep AI expertise with complementary technologies to develop systems that fuel your growth and accelerate your market journey.
Machine learning and deep learning
We develop and train custom AI models and machine learning solutions, integrating them into automotive software to enable advanced vehicle capabilities and automate production processes.
Computer vision
Our team uses the latest computer vision frameworks and libraries to create smart visual systems for component inspection, autonomous vehicles, quality control, and vehicle safety systems.
Internet of things
Our engineers implement comprehensive IoT ecosystems for in-vehicle infotainment, connected vehicles, and driving assistance. Whether it’s backend architecture, end-user app development, or embedded software — we handle it all.
Big data
Our data scientists help you harness the power of advanced data analytics tools and incorporate them into AI systems to automate data collection, storage, and processing in vehicles and at assembly plants.
AI engineering manager
"Implementing AI solutions for the automotive industry requires leveraging advanced technologies. We use frameworks like PyTorch and cloud platforms like AWS, Google Cloud, and Azure.
First, we clearly define the problem the AI will solve. This step is crucial for designing the solution’s architecture and selecting the best technologies, training methods, and data sets. By doing so, we ensure our solutions are practical and easily scalable.
Typically, standard AI solutions utilize frameworks like PyTorch and can be deployed both on-premise and in the cloud.
For more specialized tasks, we may encounter data scarcity or privacy concerns. To address data scarcity, we use public or synthetic datasets or pre-trained models. To help ensure data privacy and security, we implement PII masking and validation measures so that your solutions comply with regulations like GDPR or HIPAA."
Why leading automotive companies build AI solutions with Vention
years of experience developing automotive solutions
weeks from contact to kickoff
engineers with AI-specific skill sets
AI projects successfully finished
Delivery on time, on budget, and on scope
Assistance in choosing stacks that reduce both upfront and ongoing maintenance costs
Our AI pros boast notable achievements in Kaggle competitions and projects
We’re an ISO 27001-certified company
Our services
Why settle for trial and error with other vendors when we put you on the fast track to success and do it right the first time? Our top-tier engineers and unmatched customer service bring your vision to life, ensuring a smooth ride.
Consulting services
Want to avoid bumps when designing AI solutions for automotive? Rely on our AI consultants for expert advice on solution architecture, integration planning, and the best-fit technologies for your project.
Custom AI solution development
No matter the complexity, we develop AI solutions for automotive that set the standard and position your company as a market leader. We handle the entire process, including PoC delivery, data preparation, and post-launch optimization.
AI integration
No need to build from scratch. We help automotive companies introduce intelligent support for existing processes or products by seamlessly integrating AI functionalities into automotive systems and platforms, enhancing safety, efficiency, and user experience.
Maintenance and support
Upon your request, our team provides ongoing support and optimization services to keep your AI solutions in top shape. We perform continuous model tuning, add new data sources, and handle model retraining to improve the efficiency and accuracy of your AI software.
The developer working on the project is skilled, responsive, and demonstrates a high level of organization.
They understood the niche business area quickly and were able to meet the demands of the project.”
Founder & Senior Partner, Ramp Catalyst
The quality of their engineers is phenomenal. Their skill sets helped us secure important cutting-edge industry work.
The dynamic feels like they’re a part of my team, not outside vendors."
Success stories
Case study
Claims management platform upgrade for a SaaS company
Digitizing the claims management workflow is no easy feat, but motum, a SaaS companion for fleet managers and workshops, tackled this challenge with an innovative digital platform. Vention’s team helped this SaaS provider scale the technology and enhance it with an AI-powered car damage detection service.
Product discovery and modernization services for a rail inspection company
Sperry Rail, the world’s leading provider of rail health solutions, chose Vention as a tech partner to modernize their data management and rail analysis tool. We transformed Sperry Rail’s solution into an intuitive and feature-rich tool, delivering a complex software project that was under budget and ahead of schedule.
AI security solution for an automation company
We helped DAQ Electronics adapt its solution to evolving market needs. Throughout our collaboration, Vention’s team successfully delivered dozens of projects, including backend optimization, architecture enhancements, and new feature implementations — everything DAQ Electronics needed to make an impact in the market.
Benefits of AI solutions from Vention
More wiggle room for innovation
Connected cars, self-driving vehicles, smart manufacturing — artificial intelligence is key to thriving and innovating in the automotive industry. Those who build AI capabilities today will have the power to shape the domain’s future.
Less downtime
AI-enabled predictive maintenance reduces downtimes by 45 percent in manufacturing plants and lines, increasing production throughput, extending machinery lifespan, and cutting maintenance costs.
Competitive edge
AI software breaks through the limitations of conventional processes and applications, surpassing consumer expectations. This edge is crucial for outpacing competitors and dominating market demands.
Manufacturing optimization
Automotive manufacturing demands precision and accuracy — and AI delivers. From automated quality control and process automation to product design, AI ensures higher-quality and cost-efficient outputs.
Enhanced driving experience
By integrating real-time monitoring systems, preventive maintenance alerts, and other AI solutions into vehicles, automotive companies can elevate the driving experience and tailor it to meet individual driver needs.
Reduction of carbon footprints
Artificial intelligence boosts the efficiency and quality of manufacturing processes, reducing waste and resource consumption. For vehicles, advanced fuel management software supports eco-driving practices.
We guide you through every crossroad on your path to innovation
Discovery
We kick off our collaboration with a deep dive into your business goals and expectations. Our team works closely with yours to gather requirements, assess output accuracy, and evaluate the state of your data and technological readiness.
Outlining solution architecture
Our developers construct the solution’s architecture and integrate its components. We also identify the data sources for your AI solution and determine necessary integrations.
Analyzing your solution’s feasibility
Next, we review your data needs and algorithmic challenges to assess your solution's feasibility. If needed, our developers create a proof of concept to validate its viability.
Data foundation preparation
Our data scientists integrate, clean, and prepare data from target sources for model training. Concurrently, our team establishes a foundation for smooth model delivery by implementing agile and DevOps best practices.
AI model building and training
Our AI engineers train the model and iteratively fine-tune its parameters to minimize errors and maximize performance. We validate the model's performance with a validation dataset and assess its accuracy using a test dataset.
AI solution deployment and adoption
Once tested and refined, our AI solution is deployed into your product environment. We integrate it with your infrastructure and fine-tune it for optimal performance, ensuring necessary security measures are in place.
Ongoing evolution and support
If requested, our team provides continuous support for your AI software by monitoring, updating, and evolving it. We also perform model retraining to maintain accuracy and assist you in developing an adoption strategy.
Need a hand with your AI projects?
Race to the future of AI in the automotive industry with our game-changing AI software.