Verified fact
Supported by a checkable primary or authoritative source.
Research standards
The quality of a conclusion depends on what remains visible beneath it.
The source trail
Every material observation should retain its origin, date, entity, knowledge class, uncertainty and the question it is being used to answer.
Knowledge classes
Supported by a checkable primary or authoritative source.
Evidence of what a named source said—not independent proof of the underlying claim.
An explicit analytical conclusion with the evidence and assumptions beneath it.
A material unknown preserved for verification or principal judgment.
Public-source architecture
Work may draw from corporate registries, securities filings, beneficial-ownership records, regulatory registers, court and insolvency notices, procurement systems, patent and trade records, company disclosures and reputable reporting. Each system is treated as an input—not an affiliation, endorsement or substitute for local professional advice.
Review discipline
The decision, exclusions and evidence threshold are set before positive framing.
Conflicting evidence remains visible until resolved; confidence cannot conceal it.
Material hypotheses state what evidence would prove them wrong.
Research and recommendations do not grant contact, transaction or investment authority.
Applied standard