N° 11Retail & Spirits
Point at the bottle.Know everything.
The Daily Pour turns a phone camera into a spirits scanner: point at a label or barcode in-store and get identification, tasting notes, pricing and availability instantly.
2
scan modes — label and barcode
On-device
detection for instant feedback
In-store
tested under real shelf lighting
The Challenge
What made it hard.
Store lighting is bad, labels are curved and reflective, and shoppers will not wait more than a second or two for a result.
Our Approach
How we built it.
We combined on-device vision for label detection with a barcode fallback, aggressive image pre-processing, and a matching service that resolves close variants and vintages.
Inside the build6 core features
Shipped features,not a wishlist.
Dual label and barcode scanning modes
On-device detection with server-side matching
Tasting notes, ratings and pricing
Scan history and saved bottles
Low-light capture guidance overlay
Nearby availability lookup
How it ran
Discovery to launch,one accountable team.
Discovery
In-store scanning trials across lighting and shelf conditions.
Design
Camera-first interface with capture guidance.
Build
Vision pipeline, matching service and catalogue data.
Launch
Retail pilot then public store release.
