Human-reviewed assistance

AI disclosure

Drafting, never publishing

AI may help discover source metadata, cluster topics, assemble fact packs, and draft insights, research briefs, or resource indexes. It never publishes automatically. An allowlisted human owner must verify evidence, approve the cover, review the localized draft, and explicitly publish it.

Cases stay real

We do not fabricate client cases, project results, people, prices, metrics, quotes, or endorsements. Project cases are manual and may be published only from owner-provided material confirmed safe for public use.

Failure posture

Missing evidence, an unapproved or missing image, incomplete localization, failed configuration, or unresolved manual fact review blocks publication. Automation failures enter a private attention queue after three attempts.