Best GIS Software for Databricks

Mobito is a trusted provider of connected-vehicle data and mobility intelligence, delivering privacy-first, fully anonymised real-time and historical insights across Europe and the US . We support evidence-based planning and operations by transforming raw vehicle data into actionable indicators for use cases such as traffic flow optimisation, transportation analytics, EV-charging site selection, road-safety interventions, road maintenance, fleet insights, retail analytics, supply chain-mapping macro-economic indicators. Our connected-vehicle data and intelligence products include Mobito Probe Data, Driving Events, Origin–Destination, Standstill, and Road Health datasets, harsh driving events and other data products leveraging 50+ connected vehicle signals. These are complemented by derived metrics, analytics layers, and decision-ready outputs. Data is sourced from a vetted ecosystem of OEMs, fleet operators, and mobility providers, ensuring robust geographic coverage, consistent quality, and regulatory compliance. Mobito enables seamless integration via APIs, secure batch exports, and ready-to-use dashboards that fit directly into existing analytical and operational workflows. Beyond vehicle data, the Mobito Data Marketplace provides access to 20+ complementary mobility datasets, enriching analysis with additional context and depth. For organisations seeking to enrich their products, strengthen decision-making, or expand into new geographies with reliable mobility data and intelligence, Mobito is a long-term partner for actionable insights.

Wherobots provides a seamless way for users to create, test, and implement geospatial data analytics and AI pipelines directly within their current data ecosystem, with the option for cloud deployment. This solution alleviates concerns regarding resource management, scalability of workloads, and the complexities of geospatial processing and optimization. By linking your Wherobots account to the cloud database housing your data via our user-friendly SaaS web interface, you can efficiently build your geospatial data science, machine learning, or analytics applications using the Sedona Developer Tool. You can also automate the deployment of your geospatial pipeline to the cloud data platform while monitoring its performance through Wherobots. The results of your geospatial analytics tasks can be accessed in various ways, such as through a single geospatial map visualization or via API calls, ensuring flexibility in how insights are utilized. This comprehensive approach makes geospatial analytics more accessible and manageable for users at all levels of expertise.