Golvra is an independent publication covering artificial intelligence tools, workflows, and business models. Our readers make real decisions โ which tool to buy, which stack to adopt, which career to invest in โ based on our work. This Editorial Policy is the commitment we make to earn that trust.
1. Independence
Golvra is owned and operated by Golvra Media Ltd. We accept no direct funding, shareholding, or board influence from any AI vendor, venture capital firm, or industry lobby group. Editorial and commercial functions report through separate leadership.
2. Our review process
Every reviewed tool is used firsthand by a Golvra reviewer for a minimum of two weeks under real workloads. We benchmark against comparable tools, evaluate documentation, pricing transparency, security posture, and support quality, and record objective observations before any scoring takes place. Screenshots and test artifacts are stored for internal reference.
3. Scoring rubric
Reviews are scored across six weighted pillars: capability, ease of use, value for money, reliability, ecosystem, and support. Scores are calculated from the rubric โ not the other way around. The complete rubric is available on request via editors@golvra.com.
4. Sources and fact-checking
Claims of fact are sourced to primary documentation, vendor changelogs, official announcements, or peer-reviewed research whenever possible. Every article passes a two-stage review โ writer self-check plus editor verification โ before publication. Numbers, dates, pricing, and vendor claims are re-verified at each content update.
5. AI-assisted writing
Golvra journalists may use AI tools to accelerate research, outline drafts, or generate test material. Every published article is written, restructured, and finalized by a human editor whose byline appears at the top. We do not publish auto-generated content without meaningful human editorial contribution.
6. Corrections and updates
When we get something wrong, we fix it visibly. Substantive corrections are noted at the bottom of the article with the date and nature of the change. Time-sensitive content (pricing, feature lists, rankings) carries a "Last updated" date at the top and is re-audited on a rolling 90-day cycle.
7. Sponsored and affiliate content
Sponsored articles are clearly labeled "Sponsored" and are excluded from evergreen rankings and editorial best-of lists. Affiliate links are labeled per our Affiliate Disclosure. Vendors never preview editorial coverage and may not request changes to non-sponsored articles.
8. Diversity of sources
We actively seek diverse expert voices โ across geography, gender, discipline, and company size โ when quoting sources or inviting contributors. Our contributor network is open; qualified specialists can pitch via editors@golvra.com.
9. Reader complaints
Readers who believe an article is inaccurate, misleading, or improperly disclosed can write to editors@golvra.com. We aim to respond within three business days and to correct verified issues within seven.