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Modules

LD3 Content Automation

LD3 is the content automation module for Ottili ONE — sources, topic detection, fact extraction, generation, media planning, review, and auditable publishing.

# LD3 Content Automation

LD3 is the content automation module. It takes you from raw sources to published content with verification and human review built in — not a separate marketing tool, but part of Ottili ONE.

The content pipeline

1. **Sources**: connect blogs, feeds, or documents to draw from.

2. **Topic detection**: LD3 surfaces relevant topics from your sources.

3. **Source verification**: claims are checked against your verified sources.

4. **Fact extraction**: key facts are pulled and cited.

5. **Generation**: drafts are written, independently of the raw source text.

6. **Media planning**: images and distribution are planned.

7. **Review**: drafts go to a human for approval.

8. **Publishing**: approved content is published to connected channels.

9. **Analytics**: performance is tracked back into Ottili ONE.

Draft and approval-first

LD3 publishing is draft/approval-first by default. Nothing is published externally without a review step, and every publish is auditable.

AI actions

LD3 actions live under the `ld3.*` namespace and can be triggered by Ottili AI or Flows — for example, generating a post from a topic and routing it to review.

Tips

  • Keep a small set of verified sources so fact extraction stays trustworthy.
  • Use Flows to schedule recurring content batches and route them to review.
  • Review analytics to double down on the topics that perform.

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