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Facility managers and real estate operators need spatial intelligence to maintain properties, optimize energy usage, plan expansions, and assess risk across distributed portfolios. Wherobots provides the tools to process building footprints, satellite imagery, and sensor data at the scale of entire portfolios or metropolitan regions.

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How to use these solutions

Treat these notebooks as data engineering patterns as you evaluate Wherobots for your business or organization:

Portfolio Data at Scale

Load facility records and building footprints into managed WherobotsDB tables, spatially cluster them for fast repeat queries, and export results for downstream systems.

Roof & Structure Assessment

Detect roofs, solar panels, and other structures in sub-meter aerial imagery from a text prompt with RasterFlow’s SAM3 geometry inference.

Portfolio Risk Scoring

Overlay facility locations with flood zones, wildfire perimeters, seismic hazard maps, and climate projection data to generate location-based risk scores.

Nearby Services & Amenities

Find the nearest transit stops, suppliers, and service providers for every facility in a single distributed join to inform space, staffing, and expansion decisions.

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Key Capabilities

Use RasterFlow’s built-in models to detect sidewalks, roads, and urban infrastructure from satellite imagery. Assess walkability and accessibility around your facilities without manual surveys.

Detecting sidewalks with RasterFlow

Map sidewalks, crosswalks, and pedestrian paths from imagery.
Detect building features such as roofs, solar arrays, or parking areas by describing them in a text prompt. RasterFlow returns each detection as a geometry with a confidence score, ready to join against your facility records.

Detecting objects from text prompts

Describe a feature in words and get georeferenced geometries back.
Build analysis-ready mosaics from built-in NAIP imagery or your own GeoTIFFs, then run inference over them at portfolio scale.

Building NAIP mosaics

Assemble sub-meter aerial imagery across your portfolio.

Bring your own rasters

Mosaic your own GeoTIFFs into analysis-ready imagery.
Join facility locations against millions of points of interest, transit stops, or demographic boundaries in seconds with WherobotsDB’s optimized spatial join engine.

Spatial joins in Wherobots

Join facility locations against boundary and POI datasets at scale.
Enrich facility records with nearby amenities, competitors, and services using Foursquare Places or Overture Maps datasets available through Wherobots Data Hub.

Foursquare Places

Work with POI data to profile what surrounds each site.

Using Overture Maps

Pull buildings, places, and transportation from one open catalog.
Schedule recurring spatial analyses with the Wherobots Airflow Provider to produce updated risk scores, compliance reports, or portfolio dashboards on a regular cadence.

Wherobots Airflow provider

Run notebooks, SQL, and job runs on a schedule.

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Wherobots Advantage

Get started with Wherobots

Try Wherobots with your own geospatial data in minutes.