Inventory and specification
Identify datasets, formats, coordinate systems, attributes, quality rules, consumers, and required outputs.
GIS consultant for spatial data and urban planning
GIS consulting for spatial databases, data quality, geoprocessing automation, thematic mapping, urban planning, RDTR, and multi-source data integration.
Many spatial projects fail quietly because the map looks correct while the data model, topology, attributes, coordinate reference, naming, or lineage is inconsistent. I organise spatial information so it can support repeatable analysis, planning, and application development.
Services range from focused GIS production to spatial database design, automated processing, planning datasets, map series, and quality-control frameworks for multi-team delivery.
WHEN THIS HELPS
DELIVERY METHOD
Identify datasets, formats, coordinate systems, attributes, quality rules, consumers, and required outputs.
Define schemas, identifiers, relationships, domains, metadata, naming, and versioning.
Clean geometry, validate topology and attributes, automate repeatable transformations, and document exceptions.
Produce planning, thematic, suitability, change, or operational maps with clear symbology and hierarchy.
Deliver structured files or databases, scripts, map templates, data dictionaries, and maintenance guidance.
DELIVERABLES
DECISION VALUE
SELECTED TECHNOLOGIES
RELATED EVIDENCE
COMMON QUESTIONS
Yes. The work begins with a target schema and validation rules, then maps each source into that structure while retaining a documented record of exceptions and transformations.
Often. Python, SQL, GDAL, QGIS, or ArcGIS tools can automate validation, conversion, overlays, attributes, exports, and map preparation where the rules are clear.
AVAILABLE WORLDWIDE
Share the objective, study area, available data, expected deliverables, and timeline. I can help define a practical first step.