MetaGrain

The AI Meta Platform For Grain

Your AI-native platform, co-built with you.

Built around how your business actually runs, on a foundation that already knows the grain world — and every capability ships against an outcome you can measure.

Provenance chain
  1. NodeND-2291

    45Z attestation capture

    Live · 2,318 attestations · 41 days

    AuthoritativeApproved by human
  2. SpecSP-0412

    Producer attestation, sub-two-minute

    Approved by 3 · 1 dissent recorded

    AuthoritativeHuman authored
  3. ProposalPR-1180

    Capture attestation at delivery, not after

    Survived the gauntlet · confidence 0.81

    CorroboratedAgent authored
  4. ThreadTHR-8871

    Does 45Z change what we ask producers for?

    17 posts · 2 human, 6 agent, 1 persona · closed converged

    CorroboratedPersona present
  5. EventEV-40912

    Treasury publishes final 45Z guidance

    Correlated with 4 prior events

    ObservedRule emitted
  6. Portreg.federal-register

    Federal Register ingest

    Ingested 04:12 CST · industry graph

    AuthoritativePort
Every Node in production traces back to the Port that saw it first. One gesture, no report to request.
What MetaGrain does

Your unique AI-native platform, built for your grain company.

You sign up, connect the systems you already run, and start accumulating capability on a foundation that already understands your industry. What you buy is not software. It is an ongoing capability to discover what is worth building, prove it before building it, and build it fast.

Create

Connected to the systems you already run

We connect to your ERP, your contracts, your elevators and your price feeds, and teach the platform your company's own vocabulary — so it speaks your language from the first week, not the first year.

Host

Run for you, and kept separate from everyone else

We operate the whole thing. What the industry shares makes your platform smarter; what is yours stays yours, behind a hard boundary. Nothing for your team to keep alive at 3am.

Operate

Measured, governed, and answerable to your people

Everything we ship reports whether it earned its keep. Anything the platform cannot answer goes to a named person as a one-minute question, and every conclusion can be traced back to where the information came from.

How it works

One loop. Everything enters at a Port and leaves as capability someone approved.

Nothing in the runtime knows what grain is. Grain lives in three seeded places — the industry graph, the Lexicon and the persona library — and the loop runs on top.

FeedsYour ERPContractsElevatorsPrice feedsRegulationWeatherThe coreIndustry graphYour layerLexiconPersonasWho arguesAI agentsSynthetic customersYour peopleYour surfacesCanvasDataLanguageSyntheticsPortsPortsEventsStreamsThreadsProposalsSpecsNodesSignals
Ports
Everything enters here. No conclusion may rest on anything else.
Events
What happened, typed and timestamped. Rule-emitted is never mistaken for observed.
Streams
Events correlated into something a human would call a situation.
Threads
The deliberation record — readable as an argument, months later, by a stranger.
Proposals
Pitches with an outcome, a confidence, and a cost of being wrong.
Specs
What survived. Approved, dissent preserved, ready to build.
Nodes
Shipped capability, live in production, owned by someone named.
Signals
Whether the thing earned its keep — measured, not assumed.
Co-created

We build it with your people, not at them.

We create, host and operate the platform — but nothing reaches your business because we decided it was a good idea. Capability is proposed against your own operations, argued against before it is built, and shipped only when your teams say so.

  1. Propose

    Shaped against your operations

    We work against the systems you already run — your ERP, your contracts, your elevators, your price feeds. Proposals come back in your company's language, with the argument for each one, not a backlog to triage.

  2. Argue

    Most proposals should die

    Each one is argued against by simulated customers and checked for the cost of being wrong. Killing something early and cheaply is the point, and a quiet outcome counts as success.

  3. Approve

    Your teams decide what ships

    Nothing enters production without a person approving it. Attention is routed, not browsed — ignore MetaGrain for a week and you face a short honest queue, never a wall of unread.

Run an Accelerator with your teams.

A short, focused engagement: we onboard your company onto MetaGrain, connect the systems you already run, and start provisioning your AI-native platform — with your people in the room from the first day.