Step 1 - shipped
Export from Toast or Square
Bring a current menu export into a staging tenant so managers can review structure before the service team depends on it.
Import-led switching
Toast and Square imports are already shipped in the product. The switcher story starts with a staged import, AI-assisted recipe drafts, and manager review before anything becomes operational.
Flow
Step 1 - shipped
Bring a current menu export into a staging tenant so managers can review structure before the service team depends on it.
Step 2 - shipped
Imported rows are mapped into MarginKind menu and product records, with conflict decisions kept visible for review.
Step 3 - shipped
Menu items marked for generation can queue AI-assisted recipe drafts, then fall back safely when a live model is unavailable.
Step 4 - shipped
Managers inspect recipes, ingredients, allergens, and source confidence before committing operational data.
Demo screenshots



Demo clip
The silent WebM loop is generated from the demo screenshot pipeline and keeps the poster fallback for slower connections.
Import review
Captioned silent loop generated from the import and AI recipe review demo screenshots.
Operators do not just need another demo account. They need proof that their menu, recipes, and stock assumptions can be inspected before a cutover. Import-led migration turns the highest-risk switching question into a review workflow.
Plan an import walkthroughMarginKind uses first-party marketing events to understand which pages and demos are useful. Declining analytics does not block forms, demos, or the site.