AI-Assistance Disclosure

LDGMK LLC uses AI tools to help research and draft content across its sites — this one (this blog) and our other brands (see Our Brands). We're disclosing exactly how, in plain terms.

Where AI is used

• Researching a topic and pulling together publicly available sources, vendor announcements, and industry reporting.
• Drafting a first version of an article from that research.
• Suggesting edits for clarity, structure, and SEO.

Where a human is required

• Every article goes through a mandatory editorial review before it is allowed to publish. Nothing goes live on AI drafting alone.
• The reviewer checks facts and sources, flags anything that reads as unverified or speculative (labeled as such rather than stated as fact), checks for duplicate or near-duplicate coverage of something we've already published, and confirms affiliate links and disclosures are correct.
• A piece that fails that review does not publish — it gets fixed and re-reviewed, or it doesn't ship.

What we don't do

• We don't publish AI output that claims to be a real person's first-hand account when it isn't.
• We don't present unverified vendor claims or "leaked benchmark" numbers as confirmed fact — see our Editorial Policy for how we label those.
• We don't let AI-assisted drafting bypass the human review step, ever.

Questions or corrections

If something reads as inaccurate, outdated, or like it skipped review, contact us and we'll look at it. See also our Editorial Policy and Affiliate Disclosure.