Submitted content passes through our NLP engine for plagiarism detection, coherence scoring, bias analysis, and initial categorization.
Our knowledge graph engine maps claims against 2.4M+ existing articles, identifying contradictions, gaps, and required citations.
Domain-specific editors evaluate tone, depth, structure, and adherence to style guidelines. Minimum 2 reviewers per submission.
Every external link and citation is verified for accessibility, recency, and authority. Broken or low-credibility sources are flagged.
Approved articles are snapshotted, version-controlled, and pushed to CDN + search indices. Historical diffs remain accessible.
Continuous AI surveillance detects vandalism, outdated claims, and citation rot. Automated alerts trigger re-review workflows.