WorkThe Daily Pour

Retail & Spirits

The Daily Pour

Point at the bottle. Know everything.

The Daily Pour product
9:41The Daily Pour
Align the label

Match found

Dual label and barcode scanning modes

On-device detection with server-side matching
Tasting notes, ratings and pricing
ScanCellarNotesShops
ClientThe Daily Pour
PlatformsiOS · Android
FocusiOS · Android · Vision ML
ProjectN° 11

Overview

Built around the moment
that matters.

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.

Scan any bottle on the shelf — label and barcode recognition with instant spirit intel.

The story.
From problem to product.

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.

The response

How the product answered.

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.

2scan modes — label and barcode
On-devicedetection for instant feedback
In-storetested under real shelf lighting

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

One senior team.
Four clear stages.

    01

    Discovery

    In-store scanning trials across lighting and shelf conditions.

    02

    Design

    Camera-first interface with capture guidance.

    03

    Build

    Vision pipeline, matching service and catalogue data.

    04

    Launch

    Retail pilot then public store release.

Your product,
done beautifully.

Engagements start around $25K. The same senior team, from first call to launch.