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Editorial standards

How we publish market intelligence

ORTEX News holds its AI-generated content to the same rigour our institutional clients expect from our data platform. Below is the full editorial pipeline — data, generation, validation, correction, and transparency.

1. Data grounding

Every article begins with a point-in-time snapshot of ORTEX's proprietary dataset — short interest, cost to borrow, utilization, options flow, analyst consensus, institutional positioning, and the ORTEX Alpha signal suite. The snapshot is captured and locked before generation begins, so the article references a verifiable, immutable record of what the data showed at that moment.

We do not use, paraphrase, or reference third-party news articles, blog posts, or social media content. Every numeric or factual claim originates from ORTEX's own data pipelines.

2. Generation

ORTEX's proprietary AI and machine-learning stack produces the analysis strictly grounded in the locked snapshot. The generation prompt is versioned and recorded with every article (visible in each article's provenance panel) so readers — and our own editorial team — can reproduce or audit the output.

The model has no access to outside information, no general-purpose web browsing, and no opinions beyond what the data supports.

3. Pre-publish validation

Before an article goes live, it passes through automated checks and human review:

  • Numeric consistency. Every stat claimed in the article is re-checked against the underlying snapshot. Mismatches block publication.
  • Coverage gaps flagged. When a data source is stale or unavailable, the article is marked or held rather than speculating.
  • Human editorial review. Members of the ORTEX research team sign off on premium and Confluence content before publication.
  • Validation notes on the record. Any deviations or warnings raised during validation appear in the article's provenance panel so readers see what we saw.

4. Transparency

Every article on ORTEX News carries a provenance block listing the generation timestamp, the data snapshot timestamp, the prompt version, the full list of data sources used, and any validation notes. If you want to audit how a claim was derived, the trail is there.

5. Corrections

Errors happen. If you find a factual mistake in an article, email news@ortex.com with the article URL and the issue. We aim to respond within one business day. Corrections are updated in place; the article's provenance panel records the correction timestamp.

6. Independence

ORTEX News is published by ORTEX Technologies. Content is not sponsored, paid, or influenced by any company, exchange, or fund. No ticker is covered, omitted, or framed based on commercial relationships. When premium content is gated, it's gated because our proprietary AI rated the article as high-importance — not because of editorial choice.

7. Not financial advice

ORTEX News content is for informational purposes only. It is not financial, investment, tax, or legal advice. AI-generated content may occasionally contain errors or incomplete context. Always independently verify information before making investment decisions. See our terms and conditions for the full disclaimer.

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