Normalized portfolio
One stable row per property with legal identity, geometry, and customer identifiers.
P1 · Portfolio land screen
Compare the land evidence across a farmland portfolio before deeper review.
Portfolio teams need a consistent way to compare many rural properties. Start with legal identity and batch output, then add soil, crop, hazard, energy, and infrastructure exceptions without building a farm-operations system.
Built for farmland funds, agricultural lenders, agribusinesses, brokers, and acquisition teams.
Workflow
Start with the location. End with evidence your team can use.
- 1Load one to many legal descriptions or property identifiers.
- 2Normalize land identity and retain the customer's property ID.
- 3Collect common evidence fields for every location.
- 4Flag missing, unusual, or high-attention records for review.
- 5Export a comparison table and a drill-down list for selected tracts.
Output
The useful unit is the completed research job.
Each result keeps the land identity and the source context together, so a reviewer can see what was found, where it came from, and what still needs professional judgment.
Common evidence
Soils, crop history, hazards, public land, energy, and infrastructure fields where covered.
Exception list
Properties that need a closer look because data is missing, unusual, or materially different.
Sample response
A concrete artifact beats a layer list.
This example shows the shape of the work. Values are illustrative and should not be treated as a live result until the source records are retrieved for the requested location.
{
"portfolio_id": "FARM-2026-01",
"properties": [
{
"property_id": "TRACT-019",
"legal_location": "T12N R4W Sec 22",
"state": "Iowa",
"exceptions": ["wetlands_intersection"]
}
],
"status": "prototype-output"
}Questions this workflow should answer
Put one real workflow in front of the team.
Start with one tract, corridor, or assignment. Then decide which repeatable work deserves a deeper integration.
Review agriculture coverage