Question: I need a system that can analyze and visualize location-based data to improve transportation infrastructure planning.

If you're looking for a system to process and visualize location-based data for transportation infrastructure planning, CARTO is a good option. It's a cloud-native location intelligence platform for processing and visualizing spatial data at large scale. With a drag-and-drop interface, more than 100 pre-built analysis components and built-in GenAI abilities, CARTO has powerful spatial analytics and rich data visualization abilities. It also supports scalable app development and comes with access to more than 12,000 geospatial datasets, making it a good option for organizations looking to generate business insights and make decisions.

Another option is INRIX, which aggregates 50 petabytes of rich transportation data to help customers improve urban mobility. INRIX offers real-time traffic data, crash data, safety alerts and location intelligence, among other options. Its generative AI technology, Compass, can help customers understand traffic patterns and mobility trends to make better decisions and improve safety. The platform is geared for cities, carmakers, transportation agencies and businesses looking to improve their urban mobility systems.

If you're looking for a full-featured GIS mapping software, Esri has a powerful platform that marries location analytics with machine learning. Esri's tools include 3D visualization, GIS mapping, spatial analysis and real-time decision-making. It's good for a variety of industries, including infrastructure planning, and offers 21-day free trials and lots of training resources.

Mapbox is another good option for location intelligence, with customizable maps, advanced navigation and geospatial data. With APIs and SDKs for interactive maps and traffic-aware travel times, Mapbox lets you integrate your own data and offers a lot of documentation for developers. It's commonly used for things like navigation and data analysis, and offers a free tier with volume discounts for heavy usage.