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AI Content Operations

AI workflows you can build today

Your AI is only as good as the content it operates on. These guides show how to build real AI workflows on structured content: working code, honest trade-offs, and a starter kit for each.

AI translations that follow your terminology

Translate structured content field-by-field with Agent Actions. Preserve references, slugs, and schema integrity with human review.

Noah Gentile
John Siciliano
Knut Melvær

Noah Gentile and 2 others

An AI shopping assistant that actually checks inventory

AI shopping assistant that queries your catalog with real business constraints, not similarity scores. Validates inventory before recommending products.

Knut Melvær
Ken Jones
John Siciliano

Knut Melvær and 2 others

Automate your content audits with AI

Find stale pages, missing metadata, and terminology drift. Fix them in the same session. All changes staged as drafts.

Knut Melvær
Bettina Dönmez

Knut Melvær and 1 other