Private beta for agent operators

The data layer for agents that need proof before action.

Data For AI turns external data requests into governed packets: approved sources, spend limits, provider status, citations, and a receipt your agent can inspect before it acts.

0blind runs
3steps to first workflow
100%receipt-first

packet.preview

WorkflowValidate creator shortlist before outreach
Decisionneeds_live_run
Estimated spend18 credits, capped at 50
SourcesTikTok, Instagram, web evidence
{
  "safeToAct": false,
  "nextStep": "preview_sources",
  "receipt": "source-ledger-ready"
}
Source receiptsProvider statusSpend boundaryFallback notesAudit trailAgent decision

Workflow

Govern the run before your agent spends.

The product is not another scraper dashboard. It is a trust layer between autonomous agents and messy external data.

01

Preview

Classify the workflow, source checklist, and estimated credits before a live run.

02

Run

Route to approved providers with spend caps and fallback notes.

03

Receipt

Return inspectable evidence, provenance, and the next safe action.

Use cases

Built for operators shipping agent workflows.

Start with one workflow, one source policy, and one packet template. Scale only after the receipt proves useful.

Creator intelligence

Validate public audience cues and proof formats before outreach agents write.

Competitor evidence

Capture pages, claims, screenshots, and source receipts for strategy agents.

Support research

Give support agents verified source trails before they reply to customers.

Private beta

Sign in with a code. Set up the first workflow in two minutes.

No password, no sales form, no vague waitlist. Email code, short onboarding, then a governed preview path.