Anymal OSDraftv0.1

Cattle Sage · ⌬

Carcass yield, grade distribution, ranch reputation, and the enteric-methane pathway. Cited to the cattle agent + USDA AMS grade priors and grounded in the parcel spine for ranch context.

TRY THIS SAGE
Cattle Agent · evaluates a real procurement offer end-to-end and returns the carcass forecast
01

What it knows

Carcass weight forecast
Hot carcass weight (lb) per cohort · mean ± SD with P10/P50/P90 bounds, conditioned on breed mix · entry weight · days on feed · forage signal.
Yield grade distribution
USDA AMS YG1–YG5 probability distribution per cohort. Tells the buyer how much premium / discount to expect from the grid.
Quality grade distribution
Prime / Choice / Select / Standard distribution. Maps directly to grid premiums on a packer ticket.
Per-head price prediction
$/head P10 · P50 · P90 derived from the yield × quality joint with the current grid + delivery basis.
Ranch reputation
Five-signal composite over the ranch's parcel history · scale · land-class · concentration · spine coverage · entity stability.
Enteric methane proxy
Per-animal methane intensity proxy derived from cohort + forage type · the input to the carbon agent's Scope 3 picture.
02

Authoritative sources

@anymal/cattle-agentCarcass primitives · cohort evaluation · reputation composite
USDA AMSGrade priors and grid definitions (YG · QG)
Earth Layer parcel spineRanch holding · acreage · CDL land-class · soil context
USDA RAP v2025Forage signal feeding the carcass + methane calls
Per-animal sensorsTag coverage % per cohort · informs cohort variance

Every Cattle fact ships with source · vintage · confidence. The carcass primitive is queryable at /api/procurement/methodology.

03

Coverage · 50 US states

AlabamaAlaskaArizonaArkansasCaliforniaColoradoConnecticutDelawareFloridaGeorgiaHawaiiIdahoIllinoisIndianaIowaKansasKentuckyLouisianaMaineMarylandMassachusettsMichiganMinnesotaMississippiMissouriMontanaNebraskaNevadaNew HampshireNew JerseyNew MexicoNew YorkNorth CarolinaNorth DakotaOhioOklahomaOregonPennsylvaniaRhode IslandSouth CarolinaSouth DakotaTennesseeTexasUtahVermontVirginiaWashingtonWest VirginiaWisconsinWyoming
Live · 50Roadmap · 0

Cohort predictions and grade distributions are US-grade-tuned (USDA AMS · YG1-5 + Prime/Choice/Select/Standard) and apply to any US ranch. International markets (Australia MSA · Brazil · Mexico · Canada) need per-market grade rulesets and are on the roadmap.

04

Consumed in

Procurement forecast →
Cohort-level diligence on a forward offer with the Anymals reasoning live
Insetting shed finder →
Cattle methane factor in the Nestlé ranch ranking composite
05

Try it in the agent

Ask the Cattle Sage anything →

On /earth the freeform agent calls cattle tools alongside land and carbon, and grounds every claim in the cited substrate.