video1.0<iframe src="https://www.loom.com/embed/d341d94f3abd45628fc953c53da6cdfd" frameborder="0" width="1908" height="1431" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>14311908Loomhttps://www.loom.com14311908https://cdn.loom.com/sessions/thumbnails/d341d94f3abd45628fc953c53da6cdfd-7187f234d1e7f793.gif151.566633In this Loom I walk through a pipeline that turns a parent’s pre tick shopping question into grounded, milestone based product recommendations in English and Arabic. It uses three tools: milestone lookup, catalog search with scope checking, then JSON extraction and schema validation. I show real inputs like a My baby is 6 month old and we are starting slowly in the next week, and it returns catalog grounded options, for example a product with 95 percent confidence. Schema validation explicitly flags failures to the viewer. There is no action requested from viewers.