Trustworthy Knowledge
Your AI should never repeat a rumor as fact.
Most AI mistakes are not lies. They are an honest machine repeating an unproven claim as if it were settled truth, because nobody taught it the difference.
We tag every fact your AI reads as proven, claimed, or disputed, and a person signs off before any of it goes live.
“The 30% commission is illegal monopoly pricing.”
Fact, claim, or dispute
Three labels that change everything.
Every sentence your AI reads gets one of three labels. That one tag decides whether your AI states something flatly, hedges it, or flags it as contested.
The court ruled it. The audit confirmed it. Your AI can state it plainly.
Someone alleged it. It is not settled. Your AI is told to say “alleged,” not to repeat it as truth.
The sides disagree. Your AI presents it as contested, never as the final word.
How it works
Read it in. Check it. Lock it.
Read it in
Drop in a court ruling, an audit report, an SEC filing, a contract. We break it into pieces and tag each one: is this a proven fact, a claim, or a dispute?
A person checks the tags
Before anything goes live, your team reviews the tags. Misreading a claim as a fact is the number-one cause of confident AI nonsense, so a human gets the final say.
Lock it
Once it is right, you finalize it. The file is locked, stamped with who approved it and when. To change it later, you make a new version. The old one stays on the record.
The AI answers with proof
Now your AI answers from vetted knowledge, leans on the strongest evidence first, and cites the exact source instead of guessing.
The human sign-off
Nothing reaches your AI until a person says so.
The first pass is done by AI. The AI is fast, but it can get a label wrong, and a single wrong label is enough to make your assistant state a rumor as fact in front of a customer.
So every file sits in a review state until your team approves it. Your people fix what the machine missed, then lock the file. After that, it cannot be quietly changed; a new version starts a fresh, recorded review.
Epic Games v. Apple — Review
What you walk away with
An AI that answers like a careful expert.
No more confident nonsense
Your AI stops repeating allegations and rumors as if they were settled fact: the single biggest source of embarrassing, costly AI mistakes.
Strong evidence wins
A binding ruling outweighs a passing comment. Your AI ranks what it trusts the way a careful lawyer would, heavy evidence first.
Secrets stay in their lane
Every piece carries a clearance level. A reader who is not cleared for a confidential file never sees it surface in an answer.
A record that cannot be edited
Every change (who, what, when, before and after) is logged and locked. When an auditor asks “who approved this?”, the answer is one search away.
Ready when you are
Stop your AI from stating rumors as fact.
Bring us a document your AI relies on. We’ll show you, line by line, what it has been treating as proven, and what was only ever a claim.