Physical-world data / FIUND
Geospatial & mapping data.
Spatial records and processed map layers describing places, infrastructure and the physical environment.
Training & evaluation · Scope confirmed for your project
SOURCE CONTEXT
Representation and alignment.
Define the objects, locations and attributes that matter to your task, rather than requesting a map without a feature specification.
Map and inventory layers
GeoJSON features
Point-cloud maps
Geospatial understanding · Infrastructure analysis
TECHNICAL BRIEF
Agree the sensor specification.
These are decisions to agree for your collection, rather than specifications assumed across every source.
Geographic extent
Define the places, varieties or speaker groups that matter to your application. Request an explicit breakdown rather than a broad regional label.
Feature definitions
Name the fields and labels your task requires. Ask for clear definitions and distinguish supplied metadata from annotations prepared for your project.
Coordinate reference and provenance
Name the representation your pipeline expects and the supporting calibration or reference information you need to interpret it.
BEFORE DELIVERY
A defined scope.
A considered handoff.
Evaluate the fit.
Agree what a useful sample must demonstrate, including the source conditions and required relationships.
Confirm the permissions.
Review the intended AI uses, relevant exclusions and documentation for the selected material.
Agree the package.
Specify files, metadata, preparation and acceptance criteria before proceeding with delivery.
START A CONVERSATION
Let’s scope your
data request.
Tell us what your model needs from geospatial & mapping data. We’ll assess the sourcing options and discuss a suitable next step.
Availability and collection terms are confirmed after review.
Frequently asked questions
What reference information should accompany sensor data?
Define the required coordinate system, time reference and sensor calibration. The proposed sample should make it possible to check the relationships between streams before agreeing a delivery.
What should I include in a geospatial & mapping data brief?
Start with your model task and the source material you need. Include geographic extent, feature definitions, coordinate reference and provenance so we can assess fit and propose a useful evaluation sample.
When are availability, pricing and permissions confirmed?
After we assess your brief and identify suitable material or a capture scope. Samples, permitted AI uses, preparation and delivery terms are agreed for the proposed collection before a purchase.