Measurable impact
across the cold portfolio
CoolrAI helps Food & Beverage brands and distributors improve availability, execution, and operational efficiency across PoS coolers and freezers – at scale, across Global markets.
Our impact is driven by daily, image-based visibility combined with AI-powered analytics and actionable recommendations, enabling teams to make better decisions every day.
Core outcomes we deliver
Availability & sales performance
10-50% improvement in on-shelf availability
5-15% uplift in sell-through across priority SKUs
Improved compliance to merchandising standards and planograms
Reduced missed sales from undetected stockouts
Impact varies by category, market maturity, and execution model.
Operational efficiency & cost-to-serve
10–30% reduction in wasted sales and delivery visits
Improved order accuracy and fulfilment efficiency
Better prioritisation of outlets requiring service
Lower operational noise across sales and distribution networks
Cold asset & portfolio performance
Improved cooler and freezer utilisation
Reduced misuse, competitor encroachment, and empty space
Better accountability for cold assets in market
Clearer understanding of optimal product mix performance by outlet
Category-specific impact
Beer & Beverages
- Improved availability across mixed trade environments
- Higher compliance to facings and cooler standards
- Reduced wasted visits and more efficient route planning
Ice Cream
- Stronger seasonal availability during peak demand
- Faster response to empty or misused freezers
- Improved compliance to brand blocking and SKU mix
Dairy, Fresh Food
& Functional Drinks
- Better freshness and reduced wastage
- More effective SKU distribution across diverse outlets
- Improved product mix decisions based on consumption trends
Distributors &
Route-to-Market (RTM)
- Lower cost-to-serve through smarter prioritisation
- More accurate ordering and reduced returns
- Fewer service-level disputes through independent, image-based records
How we deliver consistent results
CoolrAI’s impact is grounded in how the platform works – not in self-reported data or manual audits.
- Daily image-based visibility, not periodic surveys
- Hardware-agnostic data capture, reducing bias and lock-in
- AI-driven analytics via Playbook, applied consistently across markets
- Designed for real-world retail environments, not an unachievable ideal
- Integrates into existing RTM systems, rather than replacing them
This enables consistent, repeatable outcomes across distinct geographies and operating models.
Scale & reach
CoolrAI is deployed at scale across global Food & Beverage markets – supporting brands, bottlers, and distributors with consistent, daily visibility across their cold portfolios.
How clients use these insights
To prioritise sales and merchandising activity
To improve order accuracy and availability
To reduce wasted operational effort
To strengthen accountability across the cold portfolio
