Merchandiser agent · Gemini vision · ClaudeCataloguing kills momentum. The OSERA Merchandiser agent does the heavy lifting — Gemini reads the photo, Claude writes the copy — background removal, naming, categorisation, descriptions, size tags and price suggestions, so you approve instead of type.
Every field is editable. Nothing publishes without your tap.
Studio-clean product cutouts from a phone photo on a bed or hanger. Optional brand-coloured backdrops.
Auto white balance, exposure and sharpness. Fabric colours stay true — no more "colour was different" returns.
"Ruby Red Anarkali Kurta Set" → Kurta Set › Anarkali › Festive. Gemini vision, tuned on 2M+ Indian fashion listings.
Fabric, cut, occasion, care instructions — in your brand voice via Claude. Or dictate in Tamil/Hindi and we transcribe.
Range from comparable listings and your margin rules. You always set the final number.
Colour, pattern, sleeve, neckline, occasion, season — auto-tagged so filters and search just work.
Shoot your whole new collection in one session. OSERA groups photos by product, generates drafts and lets you review them like a photo roll — approve, tweak or reject in a swipe.
Your photos train nothing but your own store.
Photos and listings are never used to train shared models. Brand plan can run Llama 3.1 privately via Ollama. Delete anytime.
AI drafts, you publish. Confidence scores flag anything worth a second look.
Understands Chanderi vs. Kota, Kanjivaram vs. Banarasi, Anarkali vs. sharara.
Starter plan includes 20 AI listings every month.