Customizable End-to-end Solutions
We provide a variety of solutions including standalone cutting-edge data science solutions, fusioned with traditional transportation engineering solutions, and finally innovative solutions developed only for your problem. We work with you every step of the way to get you to your ideal solution through customizing the solution type, delivery type, and format based on your requirements.
On-demand access through leading cloud services such as Amazon Web Services and Google cloud computing infrastructure.
Software solutions to perform and automate repetitive tasks. We develop custom software that meets the specific needs of your company.
The solution can be presented in a report format depending on your preference and problem definition.
S+M’s mission is to accelerate the adoption of artificial intelligence in the smart mobility field. We do this by providing a data-centric, end-to-end solution to manage the solution lifecycle. Our experts will support you at every step of the solution and software development process.
1. Business Problem
& Design Thinking
We start by learning user requirements and depicting desirable outcomes. We then frame the right problem and develop solutions, while highlighting innovation opportunities.
At S+M.ai we believe data is everything! We have in-house diverse datasets comprised of in-car device data, sensor data, telematics data, OEMs data, and maps & spatial data, enabling us to provide smarter insights. In addition, we have established a collaborative relationship with world-class mobility data curators that enables us to access more desirable data features. We can work directly with your data or you to create your own data acquisition infrastructure.
Upholding global standards for privacy, security, and governance, we perform data ingestion, filtering and cleanup, structuring, merging data from various sources, along with real-time streaming data processing, batch data processing, and processing with cutting-edge AI/ML algorithms.
4. Feature Engineering
Applying top-class data science techniques, we develop AI solutions, predictive analytics, and ML models to correlate a massive volume of enriched mobility data, and develop powerful solutions and insights. Feature engineering and modeling is the core value of our service in providing customized AI and ML solutions in the mobility field.
5. Solution Verification & Validation
We believe in the transparency and crystal-clear processes shared with our customers. This helps us reduce the error and repetition possibility in projects, and ensure the success of our developed solution.
The last step in the solution lifecycle is packaging the developed solution for client use. The solution delivery can take place as a product or a service in different formats such as cloud-based solution, software, or a report.
Areas of Services
S+M offers solutions backed by years of experience with automotive technologies and robust software engineering services to help mobility companies and federal authorities get in the fast lane to the future of mobility. Our consulting services aim to keep your business on top of the ever-changing global market and in-line with the latest technology trends.
Why work with us?
We turn raw data into powerful mobility insights. We help industry leaders & policy makers lead the change to navigate an increasingly autonomous, connected, electrified, and shared future.
Top-tier team members
Customized user-centric solutions
Diverse, enriched mobility data
Powered by state-of-the-art AI algorithms
Security, privacy & governance
Aligned with best practices standards
Digital platform development services
Easy-to-understand data visualizations
Our Team of Experts
Our Team consists of smart mobility, automotive, artificial intelligence, and software experts from both universities and top tech and automotive companies.
Get in touch.
Whether you have questions, inquiries or if you only want to say hi and get connected, our experts are here to help you and your company with solutions.