Anymal OSDraftv0.1

Earth Layer · Sages

Domain-specialist Sages that watch over a place and know it. Each Sage reads authoritative sources, composes typed evidence, and emits SpineFacts with source, vintage, and confidence on every fact. The parcel is the anchor · the shape every fact attaches to. One spine, many Sages. Anymals act on what the Sages know.

ASK ANYMAL OS · THE SAGES WILL ANSWER
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Water Sage
10 US jurisdictions
▢
Land Sage
38.46M parcels · 15 US + NSW
◉
Soil Sage
USDA SSURGO + EDIT · national
✦
Carbon Sage
SOC stocks + RAP forage + NASS
⌬
Cattle Sage
Carcass + grade + reputation
Where the Sages are looking
Ask a question and the map will fly to wherever the Sages look.
Type a question or tap one above. The agent picks which Sages to call, reads their substrate, and composes an answer where every claim cites a real source. Every fact a SpineFact.
01

Sages · live and planned

Five live today. Nine more on the roadmap. The pattern repeats per geography.

Live · 5

Water Sage→Livewater
Water-right diligence: priority ladder, decreed use, place-of-use, condition.
9 US states · IDWR · CDSS · DWRi · OWRD · Ecology · TCEQ · DNRC · SEO · OSE · ADWR
Land Sage→Liveland
Parcel land context: boundaries, acreage, land-use, ownership.
15 US states + NSW · 38.46M parcels · ~600 counties
Soil Sage→Livesoil
Soil productivity, forage capacity, crop suitability, land capability.
National · USDA SSURGO + EDIT · ranch + crop lenses
Carbon Sage→Livecarbon
Soil-organic-carbon stock, sequestration headroom, low-emissions forage.
County + parcel rollups · cited methodology
Cattle Sage→Livecattle
Carcass yield, composition forecasting, ranch reputation, enteric methane.
Per-cohort predictions · procurement bias · methane pathway

Planned · 9

Disease SagePlannedbiosecurity
Livestock and crop disease, biosecurity zones, outbreak exposure.
Weather SagePlannedclimate
Precipitation, temperature, drought, growing season, climate normals.
Hazard SagePlannedrisk
Wildfire, flood, and natural-hazard exposure.
Vegetation SagePlannedland cover
Vegetation, canopy, and forest cover over time.
Biodiversity SagePlannedecology
Habitat, species, and conservation overlays.
Terrain SagePlannedtopography
Elevation, slope, aspect, and terrain.
Solar SagePlannedlight
Irradiance, illumination, siting, and energy yield.
Air SagePlannedatmosphere
Air quality, wind, and emissions context.
Infrastructure SagePlannedbuilt assets
Wells, diversions, roads, and built-asset context.
02

Supported regions

Where the Sages have authoritative coverage today across 16 regions. Land and parcels are statewide; water rights light up per state as each adapter goes live; soil is national (SSURGO + EDIT).

Arizona
WaterSoil
Colorado
LandWaterSoil
Florida
LandSoil
Idaho
LandWaterSoil
Maryland
LandSoil
Montana
LandWaterSoil
New Jersey
LandSoil
New Mexico
WaterSoil
North Carolina
LandSoil
Oregon
LandWaterSoil
Tennessee
LandSoil
Texas
LandWaterSoil
Utah
LandWaterSoil
Vermont
LandSoil
Washington
LandWaterSoil
Wisconsin
LandSoil
03

Per-state reference models

Reference modelsPer-state status across parcels, soil, water rights, irrigation signal, and reports. Derived from the live adapters and the spine.→
04

Authoritative sources

Where every SpineFact comes from. Government, open, licensed, satellite, sensor · never the open web. Every Sage cites at least one of these on every claim it emits.

Authority
What it provides
Used by
USDA NRCS SSURGO
Soil units · mukey · drainage · organic matter · capability
Soil · Carbon
USDA CDL (CropScape)
Land cover · cropland classes · pasture · forest · year-by-year
Land · Carbon
USDA EDIT
Ecological-site forage production (lbs/acre AUM)
Soil · Carbon · Cattle
USDA RAP v2025
Rangeland Analysis Platform · forage HER · 2025 vintage
Carbon · Cattle
USDA NASS
County agricultural statistics · acreage · stocking
Carbon · Cattle
USGS NHD
Hydrology · stream geometry · catchment overlays
Water
USGS NWIS
Real-time streamflow + groundwater conditions
Water
Idaho IDWR
Water rights registry · POU · POD · priority
Water
Colorado CDSS
Place-of-use polygons · diversion structures · WDID
Water
Utah DWRi · MT DNRC · OR OWRD · WA Ecology · TX TCEQ · WY SEO · NM OSE · AZ ADWR
State water-rights registries (per-jurisdiction adapters)
Water
State + county cadastres
Parcel boundaries · 15 US states + NSW · 38.46M parcels
Land · all
NSW Spatial Services
NSW cadastre (Griffith pilot)
Land
05

Developers · API

One keyed, Realie-compatible API across Sages: a single base URL and key. Auth via X-API-Key (or Authorization). Request a key from the Anymal OS team.

Land Sage API /public/land-agent/*LIVE →
Water Sage APIPLANNED
Soil Sage APIPLANNED
Carbon Sage APIPLANNED
Cattle Sage APIPLANNED
Explore the parcel spine on a map →How it works · SpineFact + ontology →Anymals act on what Sages know →
Source-backed operational context only. Every output keeps facts (source-observed and cited) separate from interpretation. Not a legal opinion, ownership or title determination, or guarantee of supply.