Submit
Send 10–25 real AI outputs or consequential factual claims. No card is required to submit an intake.
From an AI answer
to inspectable proof.
ProofTTL is designed around one idea: confidence should come after evidence, not before it. The Fact Audit turns real outputs into scoped claims, challenges them, and preserves uncertainty when the record is incomplete.
Decompose
ProofTTL isolates atomic factual assertions and separates the claims that actually need evidence.
Rank
Claims are ordered by consequence so the highest-risk failures receive the deepest verification effort.
Verify
Relevant public evidence is examined with authoritative and primary sources prioritized where appropriate.
Challenge
A separate contradiction pass looks for evidence that weakens or negates the preliminary conclusion.
Approve + watch
Customer-facing findings require human approval, then important findings enter a seven-day watch.
Three outcomes. No forced certainty.
Each verdict stays attached to the exact proposition and the evidence actually examined.
The examined public evidence supports the scoped factual claim as written.
The examined evidence materially conflicts with the scoped claim.
The available evidence does not justify calling the claim supported or contradicted.
InputReal customer-facing output
→Preserve the original wording and context.
EvidenceFOR + AGAINST
→Prefer inspectable authoritative sources.
JudgmentVerdict + uncertainty
→Challenge first, then finalize.
DeliveryHuman-approved finding
Monitor important claims for seven days.
A complete finding, not a pile of links.
Separate low-impact noise from the claims most likely to create customer, compliance, financial, or reputational damage.
Important findings remain tied to inspectable sources and a preserved contradiction pass.
Approved findings ship with a readable proof artifact and seven days of monitoring on important claims.
The limits are part of the method.
Submitting an intake does not charge a card. ProofTTL confirms the engagement before the $1,500 payment request is created.
The standard Fact Audit is built around accessible public evidence. Private or internal evidence requires separate scoping.
Customer-facing findings are not automatically published during the launch workflow.
ProofTTL does not replace legal, medical, financial, regulatory, accounting, or other professional advice.
Watch public sources from $49/month.
10, 30, or 100 claims with daily public-source text checks, dashboard change alerts and 30-day history. These automated observations preserve UNKNOWN and do not certify truth. Human review is a separate Fact Audit.
Explore monitoringFull Fact Audit
$1,500 Fact Audit
10–25 real outputs or claims, deep verification of the highest-risk findings, human approval, proof/report delivery, and seven days of monitoring.