01
Explicit rubrics
Criteria have evaluation anchors and rules for absent, not applicable, unknown and conflicting evidence.
Method governance
Enough transparency to be taken seriously.
Brandile documents criteria, evidence, versions, freezes and limits so each result can be traced, compared and understood before it informs a decision.
Talk about your brand01
A method without governance becomes opinion with a spreadsheet.
Versioning, confidence, human review and exception logs exist to protect the integrity of the comparison.
02
Traceable evidence
Each record keeps source, context and a link to the criterion.
03
Human in the loop
AI can accelerate collection and synthesis, but it does not assume methodological responsibility or freeze results.