Begin with evidence. Build perspective.

Define the question and the relevant period. Identify primary sources, retain their context, and distinguish the original record from subsequent interpretation.

For company research, the framework considers identity, ownership, governance, financial history, filings, and events in a company’s life cycle.

Examine how records relate across entities and over time. A change in ownership, a filing, or a governance event may deserve further investigation when considered alongside the wider record.

Keep observations, calculations, and hypotheses distinct. An indicator raises a question; it does not establish a finding.

Define the permitted actions, validation criteria, and responsibility for the result. Use deterministic procedures for suitable tasks, and check model-assisted steps against the requirements of the work.

Research indicators are not legal findings, credit ratings, or individualized investment advice. Available coverage and operating capabilities must be established separately.