Editorial Policy

1. How ChainPulse Uses AI

ChainPulse uses Manus for research drafts and Claude for editorial summaries. Harold Ramos personally reviews all ChainPulse original analysis, ChainPulse Picks, premium reports, and editorial commentary before publishing. Raw live API headlines are clearly marked as unreviewed Early Signals and do not carry Harold's editorial review.

2. How Suggested Actions Are Framed

ChainPulse uses advisory language, not commands. Suggested Actions are practical considerations for supply chain professionals to evaluate against their own operations. They are not legal, financial, or procurement advice tailored to any specific company. Readers must assess all suggestions against their own contracts, risk tolerance, and business context.

3. Impact Table Field Standards

COST and LEAD TIME fields contain factual data presented as-is. INVENTORY and PROCUREMENT fields use advisory framing — phrases like “Consider assessing...” or “May be worth reviewing...” — and never commanding language.

4. Source Attribution

Every ChainPulse Pick article includes the source name and a direct link to the original article where a URL is available from the source.

5. Data Confidence Levels

6. Sponsored Content Policy

Sponsored content is always clearly labelled as Sponsored. All sponsored articles are reviewed by Harold Ramos for SC relevance before publication. Topics must be directly relevant to supply chain operations.

7. Correction Policy

Errors are corrected promptly. Corrections are noted with the date of correction.

8. Disclaimer

ChainPulse content is for informational purposes only. It does not constitute investment, legal, or procurement advice. Always verify critical operational decisions with qualified professionals.