How we report,
and what holds.
Gray Reserve is a publication first and a consultancy second. The editorial standards below describe how the desk reports, sources, fact-checks, attributes, and corrects. They are the standard staff writers are held to. They are also the standard we want readers to hold us to.
The publication exists to make operators smarter about technology, AI direction, growth strategy, and market structure.
Gray Reserve is not a content-marketing arm. The publication stands on its own. Articles are written for founders, marketing leaders, growth-ops operators, and senior executives at $1M-$500M companies who need to understand what is shifting in the technology stack and the AI direction beneath their business model.
Local SEO coverage exists but is a minority of the output. It is included because the firm is headquartered in Houston metro and operates a service practice there. It is not the spine of the publication.
Gray Reserve was spun out as the formal consultancy in 2025 from Byte Krunch — the predecessor firm opened in 2013 where founder Jeff Gray ran client work across forty-plus SMB and mid-market accounts. The publication carries that operator lineage forward: every article is written by staff who have shipped the work themselves, not summarized it.
Every quantitative claim traces to a primary source.
When a piece cites a number, the number comes from the named company, regulator, platform, or peer-reviewed study. Inline citations link to the source.
Secondary aggregators (industry-news roundups, recap articles, unsourced infographics) are not cited. If a fact appears only in a secondary source, we go to the primary source or omit the claim.
When the analysis depends on a proprietary dataset Gray Reserve maintains internally, the methodology is disclosed in the piece.
Gray Reserve uses AI tools for research, drafting assistance, and copy-editing.
The named author of every article is the editorial owner. The author reviews, edits, and authorizes every byline before publication. AI tools assist the work; they do not own it.
We disclose this because transparency is part of the standard and because reader trust depends on it. Major publications ranging from Bloomberg to the Associated Press have adopted similar disclosures for the same reason.
AI-tool use does not relax sourcing requirements. AI cannot invent a source, infer a number, or extrapolate a quote. Every claim must trace back to the same primary-source standard above, regardless of which tool helped draft the surrounding paragraphs.
The named author is responsible for verification.
Before publication, the author confirms that every named entity exists at the spelling, role, and company stated. Every number is traced back to its original source. Every quotation is verified against its public record.
When a piece names a competitor, vendor, or peer publication, the citation includes a working link to the source. Dead links fail the standard; the piece does not ship with one.
When a claim cannot be verified to the required standard, the claim is omitted, qualified, or the piece does not ship. We choose silence over a sourcing shortcut.
One named byline per piece. No house bylines, no anonymous attribution.
Every Gray Reserve article carries a single named author. The author owns the piece, the editorial position, and the verification. Bylines are not pen names. The full editorial staff with bios and coverage areas is published at grayreserve.com/team.
Beat assignments follow staff expertise. Cross-beat pieces are attributed to the author whose expertise carries the analytical weight, with the cross-domain context noted in the piece.
Errors get corrected in place with a dated note.
When a published article contains a factual error, we correct the error in place and append a dated correction note at the bottom of the article. The original wording is preserved in the page history so the correction is auditable.
Email corrections to access@grayreserve.com. We respond within two business days. Material corrections are flagged at the top of the affected article.
Active client relationships are disclosed at the top of any piece that discusses them.
Gray Reserve is a strategic growth consultancy with active client relationships across multiple verticals. When an article discusses a vendor, platform, or service that is also a client or operates in a client vertical, the relationship is disclosed at the top of the piece.
We do not accept sponsored placements, paid links, undisclosed promotional content, or trade-for-coverage agreements. Vendor product reviews are not for sale. Affiliate-style monetization does not appear in the publication.
If a Gray Reserve staff member holds equity, advisory, or other financial interest in a company the piece discusses, the interest is disclosed in the piece.
Reader feedback shapes what we publish.
Tips, corrections, story leads, and reader pushback should go to access@grayreserve.com. We read every message. We follow up on every credible tip. We publish reader-prompted clarifications when warranted.
When a reader identifies an analytical gap, a missing source, or a counter-thesis we did not consider, we treat that as editorial input on the next related piece. The desk is not above pushback. We get sharper because of it.
The shorthand.
Name the source. Cite the number. Own the byline. Disclose the conflict. Correct the error. Use the tools, but ship the work like the byline depends on it — because it does.