Draftv0.1An AI operating system for the world's food systems
Our mission is to make the world's food systems legible to AI and embodied robotics. Food systems are networks of biological assets moving through production, logistics, compliance, finance, and consumption. Anymal OS gives every asset a shared, source-grounded representation, a coordinated way to act on it, and a trust rail any party can verify.
The scale of the problem
A $10T economy that runs mostly on paper. Numbers, not adjectives.
The world's food system is the biggest economy on the planet that humans don't directly sense. Most of its data still lives on paper, in cash, and in the heads of the people doing the work. The cost of that opacity shows up everywhere: in disease losses, fraud, foodborne illness, trapped capital, and a third of the world's farmers who can't prove what they have.
84 billion land animals enter the global slaughter system every year. Identity, ownership, health, and movement records still live on paper, ear tags, and brand books across most of the world — including in developed economies. When disease moves, the cost compounds before anyone sees it.
Primary agricultural production is a ~$5T direct output. $2.22T in food crossed borders in 2025 alone. And 475 million of the farms feeding the world operate on under 2 hectares — the people producing a third of the global food supply can't prove what they have to a lender, a buyer, or a regulator.
Why now
Three shifts converge. The window opens once.
Tool-use, structured output, and multi-agent orchestration crossed the reliability threshold. Agents can now run diligence that used to need a human walking a field.
Biological assets are becoming continuously observable for the first time. Cattle, soil, water, and crops now emit evidence an agent can read.
Fast, cheap on-chain attestation is production-ready. Agents can pay each other, sign their work, and produce claims any third party can verify without trusting our database.
Food systems are biological assets
Strip away the verticals and one structure remains: biological assets, constrained by the physical world, moving through a supply chain. That is the surface area.
Livestock is live today; the rest are where this expands. Each asset is anchored by an Anymal ID, its persistent identity and lifelong record.
There are layers to this
Five layers, top to bottom. Four are running in production. The fifth is what makes the others portable, payable, and independently verifiable.
Anymals act. Sages know. Notaries attest. The Ontology binds them. Sources feed them.
A trust rail for agent-to-agent verification. Anymals do the diligence. The Proof Layer is how they get paid for it, sign their work, and produce claims any party can verify without trusting our database.
Agents that operate organizations across food systems: supply, compliance, logistics, insurance, banking, price discovery, and settlement.
Domain-specialist agents that watch over a place and know it. Water, soil, land, carbon, cattle. Each Sage observes its domain continuously and emits typed evidence with source, vintage, and confidence on every fact.
One parcel-anchored, source-cited representation of every biological asset that all agents reason over.
FoundationAuthoritative sourcesLiveGovernment, open, licensed, satellite, and sensor data. Never the open web.
Show all sources ▾
Government, open, licensed, satellite, and sensor data. Never the open web.
- US Census TIGER· county geographies
- TxGIO StratMap· Texas statewide cadastre
- TN Comptroller GeoViewer· Tennessee statewide
- NSW DCDB· New South Wales cadastre
- Per-county ArcGIS cadastres· 15 US states + NSW
- USDA SSURGO· soil survey
- USDA SoilWeb WCS· mukey raster tiles
- USDA EDIT· ecological site descriptions
- USDA cocropyld· soil crop yields
- USDA CDL· Cropland Data Layer
- USDA NASS· national ag statistics
- RAP· Rangeland Analysis Platform
- USGS NHD· National Hydrography Dataset
- USGS NWIS· streamflow + groundwater
- IDWR· Idaho
- CDSS· Colorado
- DWRi· Utah
- DNRC· Montana
- OWRD· Oregon
- WA Ecology· Washington
- TCEQ· Texas
- SEO· Wyoming
- OSE· New Mexico
- ADWR· Arizona
- Per-animal sensors· location + biometrics
- Calving telemetry· dam-tag activity
- Receiving-scale telemetry· packer intake
- Cold-chain reefer logs· freight integrity
Live today
What is actually built and running. Source-cited, parcel-anchored, queryable.
Every fact in the system ships as a SpineFact: a typed envelope carrying value, source, vintage, and confidence. No claim without provenance.
What you can do today
Four reference applications running on the substrate. Each is a distinct lens; all read the same evidence.
Source-cited water-rights diligence across 14 US states. Decreed use, priority ladder, supported parcels, owner alignment, regulatory overlays, NHD source geometry, live streamflow and groundwater conditions. Memo-ready in seconds.
Locate a processing facility, set a haul radius, watch 11 agents score and rank ranches for joint Scope-3 + margin partnership. Sages gather, Anymals decide. Every claim cites the substrate it came from.
Carcass yield, composition forecast, and procurement bias from a cattle inventory. A buyer sees the whole diligence chain narrate on screen as the Sages work.
County and parcel-level ranking on sequestration headroom. Soil-organic-carbon stock, forage capacity, ag fraction, all cited to USDA SSURGO, NASS, and RAP.
What's next
The Proof Layer · agent-to-agent verification on Solana. Sages and Anymals already do the work. The Notary is how it becomes paid, signed, and independently checkable.
The Sages already do the grunt work of verification. The Proof Layer is how that work becomes paid, signed, and independently checkable. Notaries orchestrate the payment and the attestation. The four lower layers stay private. Only the commitment crosses the boundary.
Lender agent · requests cattle-collateral diligence
│
▼ Solana · payment
│
Anymal Notary
│ (orchestrates · signs · anchors)
│
┌──────────────┼──────────────┐
▼ ▼ ▼
Cattle Sage IDx Registry Carbon Sage
(life, breed, (ownership, (forage,
location) holdings) headroom)
│ │ │
└──────────────┼──────────────┘
│
▼ signed attestation
│
▼ anchored on Solana
│
Lender · insurer · buyer · regulator
verify independentlyRaw evidence stays off-chain: animal identity, owner identity, GPS history, sensor logs, ranch records. On-chain stores only the compact proof artifacts: payment tx, evidence root, proof hash, attestation hash, issuer wallet, request id, status, timestamp.
What the Proof Layer unlocks
Anymal OS becomes infrastructure for an agent economy on biological assets. Other companies' agents pay ours. Reputation accrues to wallets. The marketplace is open.
Built to scale globally
The pattern is universal, not the data. We don't need new world infrastructure. We adapt to what every jurisdiction already has.
Foundation Layer is government + sensor + satellite. That stack exists in every food-producing geography. We don't build new data. We adapt to what already exists.
Land has boundaries everywhere. Animals get identifiers everywhere. The Evidence Ontology is a shape, not a country.
Soil, water, land, carbon, cattle. The pattern repeats. We proved it: Idaho first, then 14 US states, then NSW. New geographies onboard in weeks, not quarters.
Attestations don't need jurisdictional install. Solana runs everywhere. The trust rail crosses borders by construction.
We start with animal infrastructure, the livestock wedge, and expand into broader biological-asset coordination across protein, crops, compliance, logistics, finance, and traceability.