The 90-second version
One wrong claim slips through. It reaches the client's customers. Maybe it's a stat your AI invented. Maybe it's a competitor comparison that's almost right, but not quite. Maybe it's a regulatory line your team has said a hundred times the right way, and this once it came out the wrong way.
Now you're explaining it to your client's legal team. Or worse, to a regulator. Or worse than that, to a journalist who screenshots and shares.
This is the quiet fear in every content operations team using AI in 2026. And the current solution — a human fact-checker reviewing every piece — doesn't scale past a handful of campaigns per week. The fact-checker becomes the bottleneck. Errors slip through anyway, because nobody can review 200 pieces in an afternoon.
There is a better answer, and it doesn't require rebuilding your stack. It's a verification step that sits between your AI draft and your final approval, and it returns a tamper-evident receipt your legal team can audit.
That's AgentOracle.
What it actually does in your workflow
Picture your existing approval flow:
AI draft → human review → legal sign-off → publish
AgentOracle adds one step:
AI draft → AgentOracle verification → human review → legal sign-off → publish
The verification step takes any factual claim from the draft and runs it against four independent sources in parallel. It returns three things:
A verdict — act, verify, reject, or abstain
A confidence score — a precise number between 0 and 1
A cryptographic receipt — a signed proof of what was checked, when, and against what sources
Your team uses the verdict to make the publish/hold decision. Anything below your confidence threshold goes to a human. Anything above publishes with the receipt attached to the campaign record.
That receipt is the part that changes everything for your legal team.
What a "cryptographic receipt" means in plain English
A receipt is a small block of text that looks like random characters. It is signed with a key only AgentOracle holds, and a public key anyone can use to verify the signature.
If anyone — your legal team, a client's auditor, a regulator, a journalist — wants to confirm that you actually verified a claim before publishing, they take the receipt, fetch our public key, and run a single verification. If the receipt matches, it's authentic. If a single character was altered, the verification fails closed. There is no ambiguity, no "trust the vendor" dependency, no missing log files.
You don't need to understand the cryptography to benefit from it. You just need to know that:
Receipts are tamper-evident
Receipts are third-party verifiable without trusting AgentOracle
Receipts are portable — they work even if AgentOracle disappears tomorrow
This is what your compliance officer has been quietly wishing for since AI content tooling went mainstream. It's the audit trail that holds up when someone asks "prove you checked this."
What it replaces
Instead of a human fact-check team costing $50K–200K per FTE per year: Claim verification at $0.02–$0.10 per claim, returned in seconds.
Instead of screenshot evidence in a Google Doc:
A cryptographic receipt anyone can verify independently.
Instead of email chains saying "I checked it on [site]":
A signed JWS with structured source data attached to every claim.
Instead of manual EU AI Act Article 26 record-keeping:
Automatic, tamper-evident, replayable audit trail built in.
Instead of trusting the vendor's claims about their checking:
Verify the receipt yourself. No trust required.
You're not adding another tool to your stack. You're replacing two or three.
Why this is not fact-checking software
If you've evaluated tools like Originality.ai, Logically, or NewsGuard — AgentOracle is a different category. Those tools answer different questions:
Originality.ai scores whether content looks AI-generated and runs basic plagiarism checks. Useful for detection. Doesn't verify whether specific claims are true.
Logically runs human-powered misinformation review for governments and brands. Slow turnaround. No cryptographic proof.
NewsGuard rates the credibility of sources (this domain is reliable, that one isn't). Doesn't tell you anything about a specific claim inside a piece.
None of them return a tamper-evident receipt your legal team can hand to a regulator and say "here is the proof we verified this claim before we published it." That's the gap AgentOracle fills.
We're a different layer. You can run all of them together if you want.
What others have said
A contributor to Mastercard's Verifiable Intent RFC independently verified our receipt format end-to-end last month. Tested both the Node and Python verifiers. Tamper test failed closed. His exact quote: "Strong work. The calibration.provisional field is the right discipline."
This week, a Coinbase engineer publicly engaged on our x402 implementation on the canonical x402 issue thread (issue #2207 on x402-foundation/x402, May 7, 2026), diagnosed it, and tagged us directly.
These are the kinds of independent technical signals that don't typically come from vendor marketing departments. They come from people stress-testing the implementation against the spec.
This week, AgentOracle was indexed in Coinbase Bazaar discovery. You can verify this yourself with one curl:
curl 'https://api.cdp.coinbase.com/platform/v2/x402/discovery/merchant?payTo=0xdF90200B0031051BbF7a66BB9387d2Ecf599e109'
That returns our resource manifest, schema, example output, and 30-day usage stats — served by Coinbase, not us. If you'd rather see raw on-chain proof, our most recent settlement on Base mainnet: 0x01e37297…2b79cd5.
The Pilot Offer
If you have 3 to 5 representative claims your team is about to publish — send them to joe@agentoracle.co. We'll come back same-day with real receipts run against YOUR content, plus a pilot scope sized to your volume. No commitment, no procurement step, no scheduling a call. You see the product working on your stuff before anything else happens.
If those receipts justify continuing, here's the pilot:
Thirty days. $2,500. We do the integration work.
Specifically:
Up to 50,000 claim verifications during the pilot
Custom dashboard with audit log export
Async Slack or email support
One integration call to plug AgentOracle into your existing approval workflow (we do the technical work; your team does not need an engineer)
A 30-day evaluation report from us at the end summarizing what we caught, what we missed, and what your team should do next
Money-back if you tell us by day 7 the receipts aren't usable. Keeps both sides honest. Almost never gets requested, but takes the procurement risk to zero.
If after 30 days your team thinks the receipts justify continuing, we move to a monthly tier sized to your volume. If not, you keep every receipt you generated and you owe nothing more. We do not pull data we don't need to. Your content stays your content.
No annual contracts. No procurement gymnastics. No per-seat counting. Just a signed audit trail your legal team has been asking for.
Receipt spec public at github.com/TKCollective/agentoracle-receipt-spec. Public JWKS at agentoracle.co/.well-known/jwks.json. Independently reproducible AVeriTeC + FEVER benchmark shipping May 14, 2026._
Top comments (0)