June 4, 2026
In the competitive landscape of Consumer Packaged Goods (CPG), particularly within the Spirits industry, maintaining visibility across all retail environments is crucial. Achieving this requires robust capabilities to capture and analyse data on-premise (bars, restaurants) and off-premise (retail stores).
Unfortunately, limited visibility into sales execution often hampers strategic decision-making and efficient retail execution. Neurolabs’ ZIA technology addresses this challenge by providing comprehensive on-premise and off-premise visibility, ensuring that brands can optimise their retail strategies effectively.
In this article, we’ll explore how our technology, ZIA, can help your CPG thrive in a highly competitive and quickly changing industry.
ZIA is a comprehensive enterprise IR platform that provides CPG brands with detailed inventory and promotional activity insights to enhance their retail execution strategies.
Leveraging a new generation of Image Recognition, Synthetic Image Recognition, ZIA enables brands to start capturing visibility in less than 2 weeks and maintain their catalogue accurately with minimal effort.
Some key advantages of ZIA include:
ZIA's comprehensive suite of features equips CPG brands with the tools needed to excel in the competitive retail landscape. By combining cutting-edge image recognition, synthetic data, and extensive datasets, ZIA facilitates rapid product onboarding, advanced training models, and improved insights.

Synthetic data, a simulated alternative to real-world data, is a cornerstone for training machine learning models and conducting simulations. ZIA utilises synthetic data to help CPGs utilise image recognition to the best of their abilities.
Neurolabs can create incredibly detailed 3D replicas of scenes by integrating synthetic data with real data. We have developed a method for procedurally synthesising dense retail environments at scale, generating extensive variations in scene elements such as shelf structures, product assortments, and room layouts.
This approach allows us to create complex, annotation-rich synthetic datasets for solving various computer vision tasks.
Learn More About Our Synthetic Data Approach
There are many reasons why a synthetic data approach can benefit spirits and alcohol CPGs, including:
In summary, Neurolabs' approach to using synthetic data provides CPGs selling spirits and alcohol with the tools to gather accurate, comprehensive, and actionable insights, leading to more effective marketing strategies and improved sales performance.

For a comprehensive retail execution strategy, it's essential to integrate activities across both on-premise and off-premise environments to ensure consistent branding and maximise sales opportunities. Here are some key ways they can be integrated:
ZIA offers the opportunity to gain visibility on both sides of the premises. Here are some of the capabilities which make this state-of-the-art technology an effective addition to your enterprise:
For off-premise settings, ZIA offers a suite of capabilities designed to capture detailed information across various touchpoints:
These capabilities allow brands to maintain an up-to-date and accurate picture of their product's presence in retail stores, enabling more effective inventory management, promotional planning, and strategic decision-making.
On-premise environments present unique challenges due to their dynamic and varied nature. ZIA addresses these challenges by offering the following capabilities:
This comprehensive monitoring allows for more strategic planning and execution, ultimately enhancing product visibility and optimising sales performance in high-traffic venues.

ZIA's advanced SKU recognition technology provides category-level insights critical for strategic positioning and adjacency planning. By accurately identifying and categorising products across the entire category, ZIA enables brands to:
These strategic insights can help your CPG to gain a unique edge in a quickly growing category.
In the fast-paced and competitive spirits CPG industry, comprehensive visibility across both on-premise and off-premise environments is essential for effective retail execution and strategic decision-making.
Neurolabs’ ZIA technology can capture detailed data in both settings, ensuring brands can maintain an up-to-date and accurate picture of their market performance. By leveraging ZIA’s advanced image recognition and synthetic data techniques, spirits CPG brands can optimise their retail strategies, enhance visibility, and gain valuable insights into their category and competitive landscape.
Ready to optimise your retail execution with comprehensive visibility? Contact Neurolabs today to learn more about how ZIA can transform your business operations and help you stay ahead of the competition.