MT1L · The VAT Scan

Clarity before the decision

A structured assessment of whether an AI initiative has the Value, Alignment, and Trust needed to move forward. It reads your initiative against thirteen evidence-based criteria and gives a clear picture of where the evidence is strong and where gaps remain. The VAT Scan is not a decision tool, it reads the evidence so you can make an informed decision. Your judgement stays yours.