The platform
Four apps. One source of truth.
Every app shares the same companies, users and product data. A product is defined once in MACH, enriched by Writer and Studio, and published to every channel it sells on.
MACHLive
Catalog & operations — the product data backbone.
- Multi-brand, multi-channel product catalog
- Bulk import & update with column-level validation
- Shopify integration with channel-specific product data
- Flexible pricing models — fixed currency or index-linked
WriterLive
AI product content, written per channel.
- Titles, descriptions and ad copy generated per sales channel
- Model routing per content type across AI providers
- SEO- and GEO-aware quality scoring
- Echo-back verification: nothing is marked published until the catalog confirms it
StudioLive
AI product visuals that stay true to the real piece.
- Retouch and background cut-out for product photography
- On-model imagery with real-world size awareness
- Brand- and material-aware render rules for consistent output
AdminLive
Identity and configuration hub for the whole platform.
- Single sign-on across all apps (RS256 JWT)
- Companies, users and role-based access
- Central AI provider key distribution — no keys scattered across apps