Wherobots Cloud - 2026 Pricing, Features, Reviews & Alternatives

Wherobots Cloud is a comprehensive spatial intelligence platform designed for building and scaling pipelines to analyze the physical world. This cloud-native solution integrates vector, raster and tabular data processing. It serves data engineering teams, data scientists and developers across industries such as aerospace, mobility, communication services, energy and utilities, financial services and sustainability.

The platform includes various built-in vector and raster functions, encompassing advanced spatial analytics capabilities such as DBSCAN clustering, Getis-Ord Gi star hot spot analysis and Local Outlier Factor detection. It offers developer flexibility through support for Python, SQL, Java and Scala. Its architecture combines notebooks, a SQL API, a TypeScript SDK, job runs and serverless compute with AI capabilities in a unified solution.

Complex spatial operations are supported, including spatial joins, kNN joins for nearest neighbor queries, zonal statistics on raster layers, travel isochrones, GPS map matching for real-time mobility data, raster inference with deployed AI models and PMtiles generation for fast map visualization. Pre-built solutions and code templates for real-world use cases across major industries enable teams to start from proven notebooks and tailor workflows to specific data requirements.

Wherobots Cloud integrates seamlessly with existing data ecosystems through compatibility with Apache Spark and Apache Sedona APIs, enabling lift and shift of existing applications with zero code changes. The platform provides REST APIs and client SDKs, including a Python driver and a Java JDBC driver, for integration with external systems. For workflow orchestration, it includes an Apache Airflow provider to schedule and automate job runs. This integration approach ensures incorporation into existing data infrastructure while delivering specialized capabilities for high-performance geospatial analytics at scale.