We have over 40 years of geospatial expertise backing our work.
Let us apply it to your problems.
Geospatial Data Mining
Finding and acquiring geospatial data is difficult and time consuming. Many companies overpay for data that is oftentimes freely available from public sources. Let us do the hard work for you.
Geospatial Feature Engineering
Getting the most of your geospatial data means knowing how to properly extract information from location in meaningful ways. We apply a wide range of feature engineering techniques specific to location data to ensure maximum impact of your geospatial features.
Geoprocessing Pipelines
Geoprocessing techniques have traditionally been the realm of GIS Professionals. Most modern machine learning pipelines fail to employ these techniques. Let us bridge the gap between GIS-based techniques and modern ML pipelines.
Spatial Modeling
Applying machine learning models in spatial settings comes with a lot of baggage. We know how to handle the peculiarities of working in spatial settings with modern machine learning techniques. Don’t fall victim to invalid results because of spatial patterns in your business problems.
Explanatory Analysis
Building and deploying models have become much easier recently, but do you really understand how your geospatial features are impacting your business outcomes? We employ cutting-edge explanatory analysis to help you understand exactly how your location data is impacting your business outcomes.
Prediction and Reporting
Accurate machine learning models and explanatory analysis is meaningless if you can’t convey results to your stakeholders. We can help you deploy your models in production and create meaningful reports or dashboards to convey results to internal and external stakeholders.