How We Research and Validate Content

Every page on Daydream Learn is built from primary regulatory sources, not summaries of summaries. This page explains the editorial process behind our requirement guides, framework comparisons, and glossary definitions.

Source hierarchy

We follow a strict source hierarchy when writing about regulatory requirements:

  1. Primary regulatory text — the actual statute, rule, or standard as published by the issuing body (NIST, ISO, OCC, SEC, HHS, etc.). This is the foundation of every requirement page.
  2. Official guidance and commentary — supplementary publications from the same regulatory body explaining intent, implementation expectations, or examination procedures.
  3. Public enforcement actions — consent orders, enforcement releases, and examination findings that demonstrate how regulators interpret requirements in practice.
  4. Practitioner experience — operational patterns observed across compliance programs, translated into 30/60/90-day execution plans and common audit questions.

We do not cite secondary blog posts, analyst reports, or vendor marketing as regulatory sources. When we reference industry data (breach statistics, adoption rates), we name the specific report and year inline.

Citation and fact-checking

Requirement pages go through a fact-gating process before publication:

  • Every regulatory citation is traced to a primary source URL (e.g., csrc.nist.gov, law.cornell.edu/cfr, energy.gov/ceser).
  • Statistics and quantified claims require an inline source attribution: (Source: Organization Name, Year). Claims without a verifiable source are rewritten qualitatively.
  • Source catalogs are normalized and validated — each page lists its authoritative sources with URLs in the "Authoritative Sources" section at the bottom.

What we write and what we don't

Our requirement guides focus on operationalizing requirements — what you actually need to do, what evidence to retain, and what auditors commonly ask. We include 30/60/90-day execution plans, common implementation mistakes, and practical evidence checklists.

We do not provide legal advice. Our guides are operational reference material for compliance professionals who already understand their regulatory obligations and need practical execution guidance.

Comparison and alternatives pages

Tool comparison pages follow a vendor-neutral methodology:

  • Every capability claim about a product is verifiable on that product's public website or documentation.
  • Daydream is included in relevant comparisons with genuine strengths and genuine limitations — we list real product-level cons, not disguised compliments.
  • Comparisons between non-Daydream tools contain no Daydream product mentions in the body content. These pages build trust through vendor-neutral analysis.
  • Alternatives are listed alphabetically. Daydream is never placed first.

Content updates

Regulatory frameworks change. When a framework issues a new version (e.g., PCI DSS 4.0, NIST CSF 2.0), we update the affected requirement pages to reflect the current standard. Each page displays a "Last verified" date indicating when the content was last reviewed against its primary source.

Feedback

If you find an inaccuracy, outdated citation, or missing context in any guide, contact us at learn@daydream.ai. We take corrections seriously — every reported issue is investigated against the primary source.