Slug: embedded-ai-vs-bolted-on-ai
Type: blog-post
Publish date: 2026-07-14
Campaign: 2026-07 AI Across the Lifecycle
Notes
Why AI systems must be integrated directly into workflows and documents; architecture byline
Where things live
- Brief:
content-platform/briefs/2026-07-14-embedded-ai-vs-bolted-on-ai.md (when written)
- Draft:
content-platform/drafts/blog-posts/embedded-ai-vs-bolted-on-ai.mdx (when started)
- Final publish:
content/blog/2026-07-14-embedded-ai-vs-bolted-on-ai.mdx (blog posts only)
Workflow
Pipeline status flow: Idea → Brief → Outline → Draft → Review → Scheduled → Published. Update the Project's Pipeline status field as the piece progresses.
Slug:
embedded-ai-vs-bolted-on-aiType: blog-post
Publish date: 2026-07-14
Campaign: 2026-07 AI Across the Lifecycle
Notes
Why AI systems must be integrated directly into workflows and documents; architecture byline
Where things live
content-platform/briefs/2026-07-14-embedded-ai-vs-bolted-on-ai.md(when written)content-platform/drafts/blog-posts/embedded-ai-vs-bolted-on-ai.mdx(when started)content/blog/2026-07-14-embedded-ai-vs-bolted-on-ai.mdx(blog posts only)Workflow
Pipeline status flow: Idea → Brief → Outline → Draft → Review → Scheduled → Published. Update the Project's Pipeline status field as the piece progresses.