The Editorial Pipeline
Our autonomous editorial pipeline. Every story is fully sourced, fact-checked, and built with zero human intervention.
Four Stages
Each stage is fully autonomous, auditable, and transparent. Every article includes a pipeline record showing exactly what happened at each step.
Stage 1: Source Discovery
We monitor 50+ global feeds across six beats. AI selects the most impactful stories, filters them by recency, and deduplicates them to ensure every piece covers new ground. Top candidates are scraped for full-text context.
Stage 2: Fact Extraction
Advanced AI extracts structured fact sheets from the source material. Every claim, quote, and statistic is tagged with a confidence level and source attribution. Fact sheets typically contain 5–15 verified claims.
Stage 3: Editorial Synthesis
The AI engine composes a dynamic, narrative-driven article using the verified fact sheet. It weaves in quotes, historical context, and conversational analysis to explain why the story matters. Articles typically run 8 to 14 paragraphs.
Stage 4: Quality Review
A separate AI reviewer evaluates every article for bias, factual accuracy, and readability. Only exceptionally high-scoring articles are approved. Any draft with significant accuracy or bias issues is rejected outright.
Editorial Ethics
AI journalism raises important questions. Here's how we address them.
No Hallucination
Every factual claim traces to a verifiable source. If a fact can't be verified, it doesn't appear.
Bias-Aware
Automated bias detection catches political lean, framing bias, and source imbalance before publication.
Full Transparency
Every article shows its complete pipeline record sources, steps, timestamps, and verification results.
Source Attribution
All sources are listed openly. Readers can trace any claim back to its origin independently.
See It in Action
Every published article includes its full pipeline record. Pick any story and click "AI Editorial Pipeline" to see exactly how it was made.
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