Standards & Methodology

This page explains how Decision Insights produces its coverage: where it comes from, what qualifies, how it's summarized, and the standards we hold to.

Sourcing

Every brief starts from a primary source: company and vendor announcements, official security advisories, and newswire releases. We attribute each brief to its source and link back to it so you can read the original.

What qualifies

We cover enterprise-technology developments across cloud, networking, cybersecurity, AI, infrastructure, and telecommunications. Items are filtered for relevance and de-duplicated so each development appears once, and financial disclosures (earnings, restatements) are treated as data rather than editorial coverage.

How summaries are generated

Summaries are generated with AI assistance into a consistent, structured format and
linked into the Decision Insights knowledge graph — connecting each development to the organizations, open-source projects, and technologies it involves. Our standards prioritize accuracy and faithful attribution to the source; briefs do not add claims beyond what the source states. Our team spot-checks published coverage on an ongoing basis.

Data accuracy & corrections

Profile and knowledge-graph data (companies, projects, technologies) is compiled from multiple sources and may contain inaccuracies. To report an error in a brief or a profile, email [email protected] - we review and correct.