AI is optional and deployment-controlled. When enabled, it can reduce manual work in three places: catalog quality, operational triage, and content workflows (blog + SEO copy). Models can be configured and managed from the admin console.
Catalog tagging
Assist with tag/category suggestions and normalization to improve discovery UX.
Quality automation
Flag low-quality entries, anomalies, and patterns that hurt SEO or conversions.
Provider triage
Summarize provider health changes and help operators react faster.
SEO assistance
Generate drafts for SEO snippets, meta descriptions, and page copy templates.
Blog editor assist
Outlines, drafts, and translation assistance for editorial operations.
Admin controlled
Enable/disable features, select models, and keep the system operator-safe.
What this is not
AI does not replace the core ingestion engine or the operator. It is an optional layer to remove repetitive work and improve consistency.
See the operator perspective
We wrote a short note about how optional AI fits the platform.