Editorial Policy

Purpose

This editorial policy outlines the standards and practices that govern all content published on Forja Insights, the editorial arm of Forja by Design Glyphe LLC. We believe that credible, transparent content is a prerequisite for trust, and trust is the foundation of every relationship we build.

Authorship and Attribution

• Every article published on Forja Insights is attributed to a named author with a verifiable identity and disclosed professional affiliation.
• Author profiles include biographical information, areas of expertise, and links to professional profiles (such as LinkedIn) so readers can independently verify credentials.
• All authors are required to disclose any financial, professional, or personal interests relevant to the content they produce. Disclosures appear at the end of each article.

Accuracy and Fact-Checking

• Factual claims are supported by citations to authoritative sources including government databases (Bureau of Labor Statistics, US Census Bureau), academic research institutions (Harvard Joint Center for Housing Studies), and established industry analysis firms (IBISWorld, Statista).
• Statistics, figures, and data points include source attribution. Where possible, we link directly to the primary source so readers can verify the data independently.
• When industry estimates or ranges are used in place of exact figures, this is clearly stated.
• If an error is discovered after publication, we correct the content promptly and note the correction with the date of the update. The dateModified field in our article metadata reflects the most recent substantive edit.

Editorial Independence and Disclosure

• Forja Insights is produced by Design Glyphe LLC, which also organizes the Forja competition and builds infrastructure for the Home Improvement industry. This relationship is disclosed on every article where it is relevant.
• Content that discusses Forja, Design Glyphe LLC products, or the broader ecosystem always includes an author disclosure statement explaining the relationship.
• We do not accept payment for editorial content. Sponsored content, if ever introduced, will be clearly labeled as such.
• Our editorial team exercises independent judgment on what to publish, how to frame content, and which sources to cite. The commercial interests of Design Glyphe LLC do not override editorial accuracy.

AI-Assisted Content Disclosure

• Some content published on Forja Insights may be created with the assistance of AI tools for research, drafting, or editing purposes.
• All AI-assisted content is reviewed, verified, and approved by a named human author before publication. The named author takes full editorial responsibility for the accuracy and quality of the final content.
• We do not publish AI-generated content without human review and verification.
• Our use of AI tools is limited to augmenting the editorial process. All strategic decisions, opinions, and analysis reflect the genuine perspective of the named author.

Corrections and Updates

• We take accuracy seriously. If you identify an error in any Forja Insights article, please contact us and we will investigate promptly.
• Corrections are made directly in the article text. Significant corrections are noted with the date of the update.
• The dateModified metadata on each article reflects the most recent substantive change, ensuring search engines and readers can distinguish between original publication and updated content.

Our Commitment to Reader Trust

Trust is earned through consistency, transparency, and accountability. We publish content that we believe is accurate, useful, and honest. When we get something wrong, we fix it. When we have a conflict of interest, we disclose it. When we use data, we cite it. This policy is not a formality. It is a commitment to the readers, founders, and partners who rely on our content to make informed decisions.