COEUS
Use-case library

AI use cases worth stealing.

Curated across nine industries, scored on value, effort and data readiness. Upvote the ones you’d want at your company.

Fixed cameras or staff phone photos are scanned by vision models for empty facings, misplaced items and missing price labels. Store teams get a ranked fix-list each morning, and lost sales from invisible out-of-stocks become measurable.

Retail & E-commercestoresComputer Visionrisk: low
Value
Effort
Data

Generative models draft product titles, descriptions and attribute tags from supplier data sheets in the house tone of voice, per channel and language. Time-to-publish for new assortments drops from weeks to days and SEO consistency improves.

Retail & E-commercemarketingGenAIrisk: low
Value
Effort
Data

Store-and-SKU-level forecasts blend seasonality, promotions and local events to drive automatic replenishment orders. Availability on the shelf improves while total stock and spoilage in fresh categories go down.

Retail & E-commercemerchForecastingrisk: low
Value
Effort
Data

An optimizer sets markdown depth and timing per SKU and store from sell-through curves and remaining season length. Retailers clear seasonal stock with visibly less margin given away than blanket percentage-off events.

Retail & E-commercemerchOptimizationrisk: low
Value
Effort
Data