Talk to research about contributing

For teams running real production LLM workloads. We'll scope the integration, quote your rate, and walk through redaction and payouts before anything ships.

  • Walk through the read-only setup.

    We'll connect your observability platform, scope the metadata fingerprint, and show you the dashboard before any content leaves your side.

  • Quote a rate for your workload.

    Custom verticals, novel agent shapes, or multi-domain pipelines don't fit the default chart. We'll quote a rate for your traffic and walk through redaction and payouts.

What contributing means

Contributor terms
  • 1–10% cashback on output-token cost, by model tier
  • USDC payouts — wallet or Coinbase, $25 minimum, cash out anytime
  • Read-only capture · server-side default-DENY redaction · revoke anytime

You can also email us at yerbol@goat.ai — or start the read-only connect flow (90 seconds).

We respond within a few days. Read-only capture — revoke anytime.