Methodology
Evidence-first research, careful analysis and mandatory human review.
Malvron separates sourced facts from analyst interpretation and opportunity hypotheses. Company-specific material claims require credible public sources.
Approved source order
- Official company websites
- Company investor-relations pages
- Audited annual reports
- DFM and ADX disclosures
- UAE government websites
- Regulatory filings
- Official press releases
- Established news organizations
- Credible industry publications
Claim classifications
Research statements are labelled as verified facts, publicly reported signals, analyst interpretations, opportunity hypotheses or unverified items. Financial claims require a source, date and reporting period.
Human review
Automated drafts are saved for review only. They cannot be published until source, citation, factual, legal, duplication and tone checks pass.
Consulting evidence standard
Discovery findings are separated from public research. A consulting recommendation must identify the observed workflow, available data, likely constraint, implementation risk, owner and measurable outcome before it becomes a proposed pilot.
Publication boundaries
Malvron does not publish inferred internal problems, contact details, technology vendors or financial claims unless a credible source or confirmed discovery record supports them.