Anymal OSDraftv0.1

Land Sage · ◫

Parcel land context over the shared Earth Layer spine · identity, boundaries, ownership, land-use, and holdings. Queryable by address, parcel ID, owner, or location. The same spine the Water, Soil, Carbon, and Cattle Sages reason over.

Parcels
37,870,587
States + NSW
15
With owner
72%
With address
91%
TRY THIS SAGE

Search by address, parcel ID, owner, or location. Open any result for the Land Sage's read, with same-owner and neighboring parcels drawn on the map. Or scroll for the live spine map below.

Address: type to search, then pick a suggestion
Try a sample
Anymal OS
Type an address above and pick a suggestion to see the parcel and its neighboring parcels on the map.
EXPLORE THE SPINE

Zoom into any covered area to load the real parcels there. The same spine the Water, Soil, Carbon, and Cattle Sages reason over.

TX · 14,271,730 parcelsNC · 5,926,265 parcelsWI · 3,562,898 parcelsWA · 3,292,477 parcelsNJ · 3,073,154 parcelsCO · 2,504,963 parcelsMD · 2,284,373 parcelsMT · 883,454 parcelsOR · 535,767 parcelsFL · 495,652 parcelsID · 379,744 parcelsWY · 370,087 parcelsVT · 344,347 parcelsUT · 327,655 parcelsTN · 2,000 parcels
Anymal OS
Parcel boundary
Centroid (no boundary yet)
Loading parcels
Reading the spine in this view0.0s
01

What it knows

Lookup
Resolve a parcel by address, parcel / APN number, owner, or location + radius. Returns centroid + assessor attributes.
Land context
Acreage and size distribution, large-holding detection, land-use mix, owner portfolios across counties.
Occupancy + holdings
Snap a coordinate or address to the parcel that contains it. Group same-owner parcels into confirmed holdings.
Self-extending federation
On a miss, the live-federation tier hits the county cadastre directly, returns the parcel, and promotes the new endpoint into the spine. Coverage compounds.
Shared spine
Reads the same parcel spine the Water, Soil, Carbon, and Cattle Sages reason over. One source, many lenses.
Land-use filter
Cross-state landUseCategory column normalises assessor codes into agriculture · residential · commercial · industrial · vacant · mineral · utility_exempt.
02

Authoritative sources

US Census TIGERCounty geographies + boundaries
TxGIO StratMapTexas statewide cadastre (~14.3M parcels)
TN Comptroller GeoViewerTennessee statewide cadastre
Per-county ArcGIS cadastres15 US states · open public services
NSW DCDBNew South Wales cadastre · the non-US slice
USDA CDLCropland Data Layer · land-cover per parcel for ag-class filtering

Every parcel fact ships with source · vintage · confidence. On a miss the source agency is discovered live and promoted into the spine. Coverage compounds.

03

Coverage · 50 US states

AlabamaAlaskaArizonaArkansasCaliforniaColoradoConnecticutDelawareFloridaGeorgiaHawaiiIdahoIllinoisIndianaIowaKansasKentuckyLouisianaMaineMarylandMassachusettsMichiganMinnesotaMississippiMissouriMontanaNebraskaNevadaNew HampshireNew JerseyNew MexicoNew YorkNorth CarolinaNorth DakotaOhioOklahomaOregonPennsylvaniaRhode IslandSouth CarolinaSouth DakotaTennesseeTexasUtahVermontVirginiaWashingtonWest VirginiaWisconsinWyoming
Live · 14Roadmap · 36

Plan: every US state, plus NSW today. New states ingest from county cadastres in waves. Live federation backfills on a miss and promotes the source. Coverage compounds.

04

Per-state parcel scale · 14 live + NSW

Texas14,271,730
North Carolina5,926,265
Wisconsin3,562,898
Washington3,292,477
New Jersey3,073,154
Colorado2,504,963
Maryland2,284,373
Montana883,454
Oregon535,767
Florida495,652
Idaho379,744
Vermont330,455
Utah327,655
Tennessee2,000

Lookups currently return centroid + attributes (owner, address, acreage, use, value); parcel boundary polygons are being loaded into the spine state by state.

05

Tools built on it

Landowner opsPer-parcel ranch suitability + funnelCarbon inset funnelState → county → ag parcels (CDL-gated)
06

Consumed in

Water diligence console
Supported parcels for a water right
Insetting shed finder
Parcel + ranch grouping in the Nestlé ranking
Earth Layer freeform agent
Plain-language parcel lookups; cited answers stream back
07

Land Sage API

Realie-compatible parcel lookups over the shared spine. Auth: X-API-Key or Authorization. Returns { property | properties[], metadata }.

GET /public/land-agent/property/address-lookup?address=&state=
GET /public/land-agent/property/parcel-id-lookup?parcelId=
GET /public/land-agent/property/location-search?latitude=&longitude=&radius=&use=
GET /public/land-agent/property/owner-search?owner=&use=
Land-use filter: owner & location searches accept use= to return one category: agriculture · residential · commercial · industrial · vacant · mineral · utility_exempt. Where Realie returns the raw assessor code, every property here also carries a landUseCategory (Texas classified today; more states as schemes are mapped).
Request an API key from the Anymal OS team.
08

Try it in the agent

Ask the Land Sage anything →

On /earth the freeform agent calls Land Sage tools alongside Water, Soil, Carbon, and Cattle, grounding every claim in the cited substrate.

Public parcel centroid + assessor-attribute context only. Not survey, title, ownership, boundary, appurtenance, or water-right evidence.