Property data · Mapping platform
Efird Surveying needed a reliable way to connect surveying jobs with accurate parcel and property information gathered from multiple Florida county systems.
County data differs significantly in format, identifier structure, address quality, geometry, acreage fields, and availability. The custom platform imports, normalises, reconciles, and displays official county property and GIS data while preventing uncertain matches from silently contaminating production records.
A parcel number in one county is not formatted like a parcel number in the next. Addresses vary in quality, geometry arrives in different shapes, and acreage and owner fields are not consistently present. Joining that together by hand is slow; joining it together carelessly is worse, because a confident wrong match attaches the wrong property to a real survey job.
The hard part was never fetching the data. It was deciding what to do when two official sources disagree.
The platform supports deterministic matching and controlled reconciliation rather than unrestricted automatic matching. It may use a result automatically only when the evidence supports a single defensible match.
Conflicting, incomplete, duplicate, or ambiguous records are routed for human review rather than being guessed. Refusing to answer is treated as a correct outcome, not a failure.
What it does
Safeguards
The platform is a custom data and mapping system: official-source ingestion per county, a normalisation layer that keeps the original values intact alongside the cleaned ones, deterministic matching with recorded evidence, and administrative review tooling for the records it declines to resolve on its own.
The platform gives Efird Surveying a unified property-data layer across county systems that were never designed to work together.
Surveying staff can find and review parcel information through one workflow while the system preserves source evidence, identifies conflicts, and refuses unsafe matches instead of silently attaching the wrong property to a job.
Where it stands
In active use and under continuing data-quality improvement. Coverage is the eight counties listed above rather than statewide, and property records are improved over time rather than being complete or automatically corrected for every parcel.
Business software Automation and integration Inventory websites
Your next step
We map the workflow, integrations, users, data, and launch needs before providing a proposal. You receive a defined scope and price before work begins.
