Verification Layer

TPMN Checker

Verification for AI reasoning. Analyze AI outputs and detect reasoning violations before they reach production.

What TPMN Checker detects

Instead of blindly accepting AI output, TPMN Checker audits the reasoning itself. It identifies problems that are difficult to catch because the reasoning sounds plausible.

Unsupported historical or factual claims
Overgeneralized conclusions
Misleading analogies
Missing disclosures or context
Reasoning that exceeds evidence scope

TPMN Checker transforms AI usage from guess-and-trust into verify-then-use.

Real verification examples

Original AI output

"The fourth year of a bull market is historically positive."

TPMN Checker result

Issue: Unsupported historical claim

Action: Removed

Original AI output

"April is typically a high-stakes month."

TPMN Checker result

Issue: Overgeneralization

Action: Refined language

Demo video — coming soon

Two real verification cases showing before/after results

Try TPMN Checker

AI answers often sound confident — even when their reasoning includes unsupported claims, weak generalizations, or hidden hallucinations. Start verifying today.

Free evaluation

$0

  • Up to 30 checks per day
  • Total 150 checks per account
  • Designed for evaluation and experimentation
Start free

Early Access Supporter

$9

  • Up to 100 checks per day
  • Total 5,000 checks per account
  • Early access to domain expert checker
  • GEM²-AI platform preview
  • Shape the roadmap with your feedback
Upgrade to Early Access