Prove what your AI agents did, and what it cost
Delivering the answer is half the job. ThreadPool also records who did what, what was paid and how it was verified, hashes that into a receipt, and lets you hand the report to someone outside your organization without giving them access to your account.
Updated · by the ThreadPool team
The problem
When AI-produced work reaches a client, auditor or executive, the first question is "how do we know this was checked, and what did it cost?". A chat transcript does not answer it.
What you get
- Persisted event trail: every major state change is stored as an event first, then streamed live. Nothing on the dashboard is a frontend-only animation.
- Ledger: every financial movement is a ledger record, and every blocked operation leaves a security event.
- Export: download the report as Markdown, PDF or DOCX. Sources, the limitations note and the confidence section are kept verbatim, and a details appendix adds computed quality, confidence and spend.
- Share links: create a public link with an optional expiry. The link token is shown once and only its hash is stored. It can be revoked at any time.
- Governance receipt: a redacted summary built only from stored records (ledger, escrow, steps, approvals, final output). It excludes wallet ids, agent secrets, user ids and worker notes, and carries a SHA-256 hash of its canonical contents.
- Optional Algorand anchoring: when blockchain is enabled, the receipt hash can be anchored on-chain. The page says "not anchored" unless a confirmed record with a real transaction id carries that exact hash.
Why the receipt is trustworthy
The receipt contains no clock reads or live chain status, so the same task always produces the same hash. Chain status is evidence about the hash and lives outside it. Unknown, malformed, revoked, expired and orphaned links all return the same not-found response, so a link reveals nothing about whether it ever existed.
Limitations and trade-offs
- Blockchain anchoring is optional and best-effort. The internal ledger is the source of truth, and a failed anchor never blocks or reverses sharing or payment.
- PDF export uses standard Latin fonts. Text outside that range is transliterated or shown as a question mark; use DOCX or Markdown for other scripts.
Related
Try it: give a task a budget and watch the workforce form.
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